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b/master/.doctrees/environment.pickle differ diff --git a/master/.doctrees/index.doctree b/master/.doctrees/index.doctree index b4a7d287f..b26eb079d 100644 Binary files a/master/.doctrees/index.doctree and b/master/.doctrees/index.doctree differ diff --git a/master/.doctrees/migrating/migrate_v2.doctree b/master/.doctrees/migrating/migrate_v2.doctree index c8db8ede1..8aef6f925 100644 Binary files a/master/.doctrees/migrating/migrate_v2.doctree and b/master/.doctrees/migrating/migrate_v2.doctree differ diff --git a/master/.doctrees/nbsphinx/tutorials/audio.ipynb b/master/.doctrees/nbsphinx/tutorials/audio.ipynb index ab53988fd..5c6af1146 100644 --- a/master/.doctrees/nbsphinx/tutorials/audio.ipynb +++ b/master/.doctrees/nbsphinx/tutorials/audio.ipynb @@ -78,10 +78,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:24:29.344896Z", - "iopub.status.busy": "2023-09-20T19:24:29.344622Z", - "iopub.status.idle": "2023-09-20T19:24:33.597063Z", - "shell.execute_reply": "2023-09-20T19:24:33.596296Z" + "iopub.execute_input": "2023-10-05T22:59:00.557092Z", + "iopub.status.busy": "2023-10-05T22:59:00.556806Z", + "iopub.status.idle": "2023-10-05T22:59:04.782042Z", + "shell.execute_reply": "2023-10-05T22:59:04.781348Z" }, "nbsphinx": "hidden" }, @@ -97,7 +97,7 @@ "os.environ[\"TF_CPP_MIN_LOG_LEVEL\"] = \"3\" \n", "\n", "if \"google.colab\" in str(get_ipython()): # Check if it's running in Google Colab\n", - " %pip install git+https://github.com/cleanlab/cleanlab.git@6d45971cf83ccc85ac31d2591c54ce6b52a27281\n", + " %pip install git+https://github.com/cleanlab/cleanlab.git@ffbddc3a9e4600852d7a9efeace6fb2b916f585e\n", " cmd = ' '.join([dep for dep in dependencies if dep != \"cleanlab\"])\n", " %pip install $cmd\n", "else:\n", @@ -131,10 +131,10 @@ "execution_count": 2, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:24:33.601135Z", - "iopub.status.busy": "2023-09-20T19:24:33.600482Z", - "iopub.status.idle": "2023-09-20T19:24:33.605210Z", - "shell.execute_reply": "2023-09-20T19:24:33.604515Z" + "iopub.execute_input": "2023-10-05T22:59:04.786730Z", + "iopub.status.busy": "2023-10-05T22:59:04.785912Z", + "iopub.status.idle": "2023-10-05T22:59:04.791597Z", + "shell.execute_reply": "2023-10-05T22:59:04.790956Z" }, "id": "LaEiwXUiVHCS" }, @@ -157,10 +157,10 @@ "execution_count": 3, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:24:33.608121Z", - "iopub.status.busy": "2023-09-20T19:24:33.607883Z", - "iopub.status.idle": "2023-09-20T19:24:33.613616Z", - "shell.execute_reply": "2023-09-20T19:24:33.612951Z" + "iopub.execute_input": "2023-10-05T22:59:04.794652Z", + "iopub.status.busy": "2023-10-05T22:59:04.794276Z", + "iopub.status.idle": "2023-10-05T22:59:04.800199Z", + "shell.execute_reply": "2023-10-05T22:59:04.799541Z" }, "nbsphinx": "hidden" }, @@ -208,10 +208,10 @@ "base_uri": "https://localhost:8080/" }, "execution": { - "iopub.execute_input": "2023-09-20T19:24:33.616654Z", - "iopub.status.busy": "2023-09-20T19:24:33.616416Z", - "iopub.status.idle": "2023-09-20T19:24:35.552294Z", - "shell.execute_reply": "2023-09-20T19:24:35.551031Z" + "iopub.execute_input": "2023-10-05T22:59:04.803294Z", + "iopub.status.busy": "2023-10-05T22:59:04.802844Z", + "iopub.status.idle": "2023-10-05T22:59:06.728432Z", + "shell.execute_reply": "2023-10-05T22:59:06.727188Z" }, "id": "GRDPEg7-VOQe", "outputId": "cb886220-e86e-4a77-9f3a-d7844c37c3a6" @@ -242,10 +242,10 @@ "base_uri": "https://localhost:8080/" }, "execution": { - "iopub.execute_input": "2023-09-20T19:24:35.556622Z", - "iopub.status.busy": "2023-09-20T19:24:35.556072Z", - "iopub.status.idle": "2023-09-20T19:24:35.573125Z", - "shell.execute_reply": "2023-09-20T19:24:35.572553Z" + "iopub.execute_input": "2023-10-05T22:59:06.732599Z", + "iopub.status.busy": "2023-10-05T22:59:06.732074Z", + "iopub.status.idle": "2023-10-05T22:59:06.751663Z", + "shell.execute_reply": "2023-10-05T22:59:06.751081Z" }, "id": "FDA5sGZwUSur", "outputId": "0cedc509-63fd-4dc3-d32f-4b537dfe3895" @@ -329,10 +329,10 @@ "execution_count": 6, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:24:35.611995Z", - "iopub.status.busy": "2023-09-20T19:24:35.611244Z", - "iopub.status.idle": "2023-09-20T19:24:35.618384Z", - "shell.execute_reply": "2023-09-20T19:24:35.617657Z" + "iopub.execute_input": "2023-10-05T22:59:06.789003Z", + "iopub.status.busy": "2023-10-05T22:59:06.788011Z", + "iopub.status.idle": "2023-10-05T22:59:06.795883Z", + "shell.execute_reply": "2023-10-05T22:59:06.795240Z" }, "nbsphinx": "hidden" }, @@ -380,10 +380,10 @@ "height": 92 }, "execution": { - "iopub.execute_input": "2023-09-20T19:24:35.621676Z", - "iopub.status.busy": "2023-09-20T19:24:35.621070Z", - "iopub.status.idle": "2023-09-20T19:24:36.603569Z", - "shell.execute_reply": "2023-09-20T19:24:36.602835Z" + "iopub.execute_input": "2023-10-05T22:59:06.799013Z", + "iopub.status.busy": "2023-10-05T22:59:06.798553Z", + "iopub.status.idle": "2023-10-05T22:59:07.764876Z", + "shell.execute_reply": "2023-10-05T22:59:07.764089Z" }, "id": "dLBvUZLlII5w", "outputId": "c6a4917f-4a82-4a89-9193-415072e45550" @@ -435,10 +435,10 @@ "execution_count": 8, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:24:36.607058Z", - "iopub.status.busy": "2023-09-20T19:24:36.606544Z", - "iopub.status.idle": "2023-09-20T19:24:38.375240Z", - "shell.execute_reply": "2023-09-20T19:24:38.374490Z" + "iopub.execute_input": "2023-10-05T22:59:07.768337Z", + "iopub.status.busy": "2023-10-05T22:59:07.767895Z", + "iopub.status.idle": "2023-10-05T22:59:09.101354Z", + "shell.execute_reply": "2023-10-05T22:59:09.100558Z" }, "id": "vL9lkiKsHvKr" }, @@ -472,10 +472,10 @@ "height": 143 }, "execution": { - "iopub.execute_input": "2023-09-20T19:24:38.378769Z", - "iopub.status.busy": "2023-09-20T19:24:38.378360Z", - "iopub.status.idle": "2023-09-20T19:24:38.419660Z", - "shell.execute_reply": "2023-09-20T19:24:38.418987Z" + "iopub.execute_input": "2023-10-05T22:59:09.104882Z", + "iopub.status.busy": "2023-10-05T22:59:09.104482Z", + "iopub.status.idle": "2023-10-05T22:59:09.142847Z", + "shell.execute_reply": "2023-10-05T22:59:09.142101Z" }, "id": "obQYDKdLiUU6", "outputId": "4e923d5c-2cf4-4a5c-827b-0a4fea9d87e4" @@ -555,10 +555,10 @@ "execution_count": 10, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:24:38.422731Z", - "iopub.status.busy": "2023-09-20T19:24:38.422323Z", - "iopub.status.idle": "2023-09-20T19:24:38.426370Z", - "shell.execute_reply": "2023-09-20T19:24:38.425670Z" + "iopub.execute_input": "2023-10-05T22:59:09.146078Z", + "iopub.status.busy": "2023-10-05T22:59:09.145635Z", + "iopub.status.idle": "2023-10-05T22:59:09.149515Z", + "shell.execute_reply": "2023-10-05T22:59:09.148818Z" }, "id": "I8JqhOZgi94g" }, @@ -580,10 +580,10 @@ "execution_count": 11, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:24:38.429617Z", - "iopub.status.busy": "2023-09-20T19:24:38.429060Z", - "iopub.status.idle": "2023-09-20T19:24:51.604896Z", - "shell.execute_reply": "2023-09-20T19:24:51.604151Z" + "iopub.execute_input": "2023-10-05T22:59:09.152662Z", + "iopub.status.busy": "2023-10-05T22:59:09.152289Z", + "iopub.status.idle": "2023-10-05T22:59:22.508549Z", + "shell.execute_reply": "2023-10-05T22:59:22.507836Z" }, "id": "2FSQ2GR9R_YA" }, @@ -615,10 +615,10 @@ "base_uri": "https://localhost:8080/" }, "execution": { - "iopub.execute_input": "2023-09-20T19:24:51.608579Z", - "iopub.status.busy": "2023-09-20T19:24:51.607952Z", - "iopub.status.idle": "2023-09-20T19:24:51.614849Z", - "shell.execute_reply": "2023-09-20T19:24:51.614229Z" + "iopub.execute_input": "2023-10-05T22:59:22.513446Z", + "iopub.status.busy": "2023-10-05T22:59:22.511973Z", + "iopub.status.idle": "2023-10-05T22:59:22.518677Z", + "shell.execute_reply": "2023-10-05T22:59:22.517943Z" }, "id": "kAkY31IVXyr8", "outputId": "fd70d8d6-2f11-48d5-ae9c-a8c97d453632" @@ -677,10 +677,10 @@ "execution_count": 13, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:24:51.617818Z", - "iopub.status.busy": "2023-09-20T19:24:51.617441Z", - "iopub.status.idle": "2023-09-20T19:24:57.604745Z", - "shell.execute_reply": "2023-09-20T19:24:57.604080Z" + "iopub.execute_input": "2023-10-05T22:59:22.522232Z", + "iopub.status.busy": "2023-10-05T22:59:22.521967Z", + "iopub.status.idle": "2023-10-05T22:59:28.732287Z", + "shell.execute_reply": "2023-10-05T22:59:28.731580Z" }, "id": "i_drkY9YOcw4" }, @@ -714,10 +714,10 @@ "base_uri": "https://localhost:8080/" }, "execution": { - "iopub.execute_input": "2023-09-20T19:24:57.608218Z", - "iopub.status.busy": "2023-09-20T19:24:57.607705Z", - "iopub.status.idle": "2023-09-20T19:24:57.615432Z", - "shell.execute_reply": "2023-09-20T19:24:57.614859Z" + "iopub.execute_input": "2023-10-05T22:59:28.737104Z", + "iopub.status.busy": "2023-10-05T22:59:28.735903Z", + "iopub.status.idle": "2023-10-05T22:59:28.741719Z", + "shell.execute_reply": "2023-10-05T22:59:28.741159Z" }, "id": "_b-AQeoXOc7q", "outputId": "15ae534a-f517-4906-b177-ca91931a8954" @@ -764,10 +764,10 @@ "execution_count": 15, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:24:57.619092Z", - "iopub.status.busy": "2023-09-20T19:24:57.618673Z", - "iopub.status.idle": "2023-09-20T19:24:57.724383Z", - "shell.execute_reply": "2023-09-20T19:24:57.723370Z" + "iopub.execute_input": "2023-10-05T22:59:28.744765Z", + "iopub.status.busy": "2023-10-05T22:59:28.744379Z", + "iopub.status.idle": "2023-10-05T22:59:28.867576Z", + "shell.execute_reply": "2023-10-05T22:59:28.866767Z" } }, "outputs": [ @@ -804,10 +804,10 @@ "execution_count": 16, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:24:57.728000Z", - "iopub.status.busy": "2023-09-20T19:24:57.727454Z", - "iopub.status.idle": "2023-09-20T19:24:57.740657Z", - "shell.execute_reply": "2023-09-20T19:24:57.739853Z" + "iopub.execute_input": "2023-10-05T22:59:28.871759Z", + "iopub.status.busy": "2023-10-05T22:59:28.871311Z", + "iopub.status.idle": "2023-10-05T22:59:28.884884Z", + "shell.execute_reply": "2023-10-05T22:59:28.884233Z" }, "scrolled": true }, @@ -862,10 +862,10 @@ "execution_count": 17, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:24:57.743696Z", - "iopub.status.busy": "2023-09-20T19:24:57.743313Z", - "iopub.status.idle": "2023-09-20T19:24:57.755001Z", - "shell.execute_reply": "2023-09-20T19:24:57.754367Z" + "iopub.execute_input": "2023-10-05T22:59:28.887871Z", + "iopub.status.busy": "2023-10-05T22:59:28.887420Z", + "iopub.status.idle": "2023-10-05T22:59:28.899067Z", + "shell.execute_reply": "2023-10-05T22:59:28.898423Z" } }, "outputs": [ @@ -969,10 +969,10 @@ "execution_count": 18, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:24:57.757922Z", - "iopub.status.busy": "2023-09-20T19:24:57.757544Z", - "iopub.status.idle": "2023-09-20T19:24:57.763189Z", - "shell.execute_reply": "2023-09-20T19:24:57.762471Z" + "iopub.execute_input": "2023-10-05T22:59:28.902184Z", + "iopub.status.busy": "2023-10-05T22:59:28.901628Z", + "iopub.status.idle": "2023-10-05T22:59:28.908717Z", + "shell.execute_reply": "2023-10-05T22:59:28.908077Z" } }, "outputs": [ @@ -1010,10 +1010,10 @@ "height": 237 }, "execution": { - "iopub.execute_input": "2023-09-20T19:24:57.766642Z", - "iopub.status.busy": "2023-09-20T19:24:57.766267Z", - "iopub.status.idle": "2023-09-20T19:24:57.774097Z", - "shell.execute_reply": "2023-09-20T19:24:57.773395Z" + "iopub.execute_input": "2023-10-05T22:59:28.911382Z", + "iopub.status.busy": "2023-10-05T22:59:28.911158Z", + "iopub.status.idle": "2023-10-05T22:59:28.918095Z", + "shell.execute_reply": "2023-10-05T22:59:28.917386Z" }, "id": "FQwRHgbclpsO", "outputId": "fee5c335-c00e-4fcc-f22b-718705e93182" @@ -1133,10 +1133,10 @@ "height": 92 }, "execution": { - "iopub.execute_input": "2023-09-20T19:24:57.777120Z", - "iopub.status.busy": "2023-09-20T19:24:57.776749Z", - "iopub.status.idle": "2023-09-20T19:24:57.933121Z", - "shell.execute_reply": "2023-09-20T19:24:57.932374Z" + "iopub.execute_input": "2023-10-05T22:59:28.921813Z", + "iopub.status.busy": "2023-10-05T22:59:28.921440Z", + "iopub.status.idle": "2023-10-05T22:59:29.079536Z", + "shell.execute_reply": "2023-10-05T22:59:29.078801Z" }, "id": "ff1NFVlDoysO", "outputId": "8141a036-44c1-4349-c338-880432513e37" @@ -1190,10 +1190,10 @@ "height": 92 }, "execution": { - "iopub.execute_input": "2023-09-20T19:24:57.936751Z", - "iopub.status.busy": "2023-09-20T19:24:57.936273Z", - "iopub.status.idle": "2023-09-20T19:24:58.078303Z", - "shell.execute_reply": "2023-09-20T19:24:58.077483Z" + "iopub.execute_input": "2023-10-05T22:59:29.083148Z", + "iopub.status.busy": "2023-10-05T22:59:29.082673Z", + "iopub.status.idle": "2023-10-05T22:59:29.231617Z", + "shell.execute_reply": "2023-10-05T22:59:29.230898Z" }, "id": "GZgovGkdiaiP", "outputId": "d76b2ccf-8be2-4f3a-df4c-2c5c99150db7" @@ -1238,10 +1238,10 @@ "height": 92 }, "execution": { - "iopub.execute_input": "2023-09-20T19:24:58.081619Z", - "iopub.status.busy": "2023-09-20T19:24:58.081107Z", - "iopub.status.idle": "2023-09-20T19:24:58.229325Z", - "shell.execute_reply": "2023-09-20T19:24:58.228552Z" + "iopub.execute_input": "2023-10-05T22:59:29.235102Z", + "iopub.status.busy": "2023-10-05T22:59:29.234625Z", + "iopub.status.idle": "2023-10-05T22:59:29.380702Z", + "shell.execute_reply": "2023-10-05T22:59:29.379894Z" }, "id": "lfa2eHbMwG8R", "outputId": "6627ebe2-d439-4bf5-e2cb-44f6278ae86c" @@ -1282,10 +1282,10 @@ "execution_count": 23, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:24:58.232599Z", - "iopub.status.busy": "2023-09-20T19:24:58.232182Z", - "iopub.status.idle": "2023-09-20T19:24:58.376896Z", - "shell.execute_reply": "2023-09-20T19:24:58.376102Z" + "iopub.execute_input": "2023-10-05T22:59:29.383989Z", + "iopub.status.busy": 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"_view_count": null, - "_view_module": "@jupyter-widgets/controls", - "_view_module_version": "1.5.0", - "_view_name": "HBoxView", - "box_style": "", - "children": [ - "IPY_MODEL_a2045cbbfb8e4da1bd25b78700b36832", - "IPY_MODEL_3c24c3a86e7449b19fb3dfa85a5fee6c", - "IPY_MODEL_332ca54373f8455ab2879a45a6bf7e53" - ], - "layout": "IPY_MODEL_8981e13adee34ecc83b8fee7c18f5785" + "layout": "IPY_MODEL_102a7ffdcb8340ac9df3382df0c81cf8", + "max": 2041.0, + "min": 0.0, + "orientation": "horizontal", + "style": "IPY_MODEL_0dc2486e122a465abd72d084db0bf882", + "value": 2041.0 } }, - "ee82002b8aa24af9bfda1001473f8073": { + "f7d04e1acc4f413bb1bdc9171719ae97": { "model_module": "@jupyter-widgets/base", "model_module_version": "1.2.0", "model_name": "LayoutModel", @@ -3004,7 +3020,7 @@ "width": null } }, - "f1f729ce8d634967b8db4c12b00e2bb5": { + "f8249a8edd04403ca61c7523d911f1b2": { "model_module": "@jupyter-widgets/base", "model_module_version": "1.2.0", "model_name": "LayoutModel", @@ -3056,23 +3072,7 @@ "width": null } }, - "f45bd45ee79b41f29d10b3b00e9b68e7": { - "model_module": "@jupyter-widgets/controls", - "model_module_version": "1.5.0", - "model_name": "ProgressStyleModel", - "state": { - "_model_module": "@jupyter-widgets/controls", - "_model_module_version": "1.5.0", - "_model_name": "ProgressStyleModel", - "_view_count": null, - "_view_module": "@jupyter-widgets/base", - "_view_module_version": "1.2.0", - "_view_name": "StyleView", - "bar_color": null, - "description_width": "" - } - }, - "fddf24d2169743f7b04ea508f9898e48": { + "fb2da88d0c6648cba20f803d21e1c17c": { "model_module": "@jupyter-widgets/controls", "model_module_version": "1.5.0", "model_name": "DescriptionStyleModel", diff --git a/master/.doctrees/nbsphinx/tutorials/datalab/datalab_advanced.ipynb b/master/.doctrees/nbsphinx/tutorials/datalab/datalab_advanced.ipynb index 19545782c..2915fcef9 100644 --- a/master/.doctrees/nbsphinx/tutorials/datalab/datalab_advanced.ipynb +++ b/master/.doctrees/nbsphinx/tutorials/datalab/datalab_advanced.ipynb @@ -80,10 +80,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:25:03.513526Z", - "iopub.status.busy": "2023-09-20T19:25:03.513055Z", - "iopub.status.idle": "2023-09-20T19:25:04.808935Z", - "shell.execute_reply": "2023-09-20T19:25:04.808175Z" + "iopub.execute_input": "2023-10-05T22:59:34.794501Z", + "iopub.status.busy": "2023-10-05T22:59:34.794260Z", + "iopub.status.idle": "2023-10-05T22:59:36.088151Z", + "shell.execute_reply": "2023-10-05T22:59:36.087414Z" }, "nbsphinx": "hidden" }, @@ -93,7 +93,7 @@ "dependencies = [\"cleanlab\", \"matplotlib\", \"datasets\"] # TODO: make sure this list is updated\n", "\n", "if \"google.colab\" in str(get_ipython()): # Check if it's running in Google Colab\n", - " %pip install git+https://github.com/cleanlab/cleanlab.git@6d45971cf83ccc85ac31d2591c54ce6b52a27281\n", + " %pip install git+https://github.com/cleanlab/cleanlab.git@ffbddc3a9e4600852d7a9efeace6fb2b916f585e\n", " cmd = ' '.join([dep for dep in dependencies if dep != \"cleanlab\"])\n", " %pip install $cmd\n", "else:\n", @@ -118,10 +118,10 @@ "execution_count": 2, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:25:04.812709Z", - "iopub.status.busy": "2023-09-20T19:25:04.812162Z", - "iopub.status.idle": "2023-09-20T19:25:04.817210Z", - "shell.execute_reply": "2023-09-20T19:25:04.816522Z" + "iopub.execute_input": "2023-10-05T22:59:36.092609Z", + "iopub.status.busy": "2023-10-05T22:59:36.092074Z", + "iopub.status.idle": "2023-10-05T22:59:36.097125Z", + "shell.execute_reply": "2023-10-05T22:59:36.096504Z" } }, "outputs": [], @@ -252,10 +252,10 @@ "execution_count": 3, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:25:04.820293Z", - "iopub.status.busy": "2023-09-20T19:25:04.820058Z", - "iopub.status.idle": "2023-09-20T19:25:04.832706Z", - "shell.execute_reply": "2023-09-20T19:25:04.832040Z" + "iopub.execute_input": "2023-10-05T22:59:36.100168Z", + "iopub.status.busy": "2023-10-05T22:59:36.099936Z", + "iopub.status.idle": "2023-10-05T22:59:36.112070Z", + "shell.execute_reply": "2023-10-05T22:59:36.111472Z" }, "nbsphinx": "hidden" }, @@ -353,10 +353,10 @@ "execution_count": 4, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:25:04.836011Z", - "iopub.status.busy": "2023-09-20T19:25:04.835518Z", - "iopub.status.idle": "2023-09-20T19:25:04.842900Z", - "shell.execute_reply": "2023-09-20T19:25:04.842283Z" + "iopub.execute_input": "2023-10-05T22:59:36.115080Z", + "iopub.status.busy": "2023-10-05T22:59:36.114735Z", + "iopub.status.idle": "2023-10-05T22:59:36.120777Z", + "shell.execute_reply": "2023-10-05T22:59:36.120184Z" } }, "outputs": [], @@ -445,10 +445,10 @@ "execution_count": 5, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:25:04.846368Z", - "iopub.status.busy": "2023-09-20T19:25:04.845938Z", - "iopub.status.idle": "2023-09-20T19:25:05.217231Z", - "shell.execute_reply": "2023-09-20T19:25:05.216476Z" + "iopub.execute_input": "2023-10-05T22:59:36.123918Z", + "iopub.status.busy": "2023-10-05T22:59:36.123340Z", + "iopub.status.idle": "2023-10-05T22:59:36.483325Z", + "shell.execute_reply": "2023-10-05T22:59:36.482555Z" }, "nbsphinx": "hidden" }, @@ -517,10 +517,10 @@ "execution_count": 6, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:25:05.221116Z", - "iopub.status.busy": "2023-09-20T19:25:05.220848Z", - "iopub.status.idle": "2023-09-20T19:25:05.635404Z", - "shell.execute_reply": "2023-09-20T19:25:05.634649Z" + "iopub.execute_input": "2023-10-05T22:59:36.487060Z", + "iopub.status.busy": "2023-10-05T22:59:36.486571Z", + "iopub.status.idle": "2023-10-05T22:59:36.886296Z", + "shell.execute_reply": "2023-10-05T22:59:36.885532Z" } }, "outputs": [ @@ -568,10 +568,10 @@ "execution_count": 7, "metadata": { "execution": { - "iopub.execute_input": 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['outlier_score', 'is_outlier_issue'] in self.issues with columns from issue manager OutlierIssueManager.\n", " warnings.warn(\n", "/home/runner/work/cleanlab/cleanlab/cleanlab/datalab/internal/data_issues.py:249: UserWarning: Overwriting row in self.issue_summary with row from issue manager OutlierIssueManager.\n", " warnings.warn(\n", @@ -935,10 +935,10 @@ "execution_count": 12, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:25:07.445081Z", - "iopub.status.busy": "2023-09-20T19:25:07.444377Z", - "iopub.status.idle": "2023-09-20T19:25:07.463778Z", - "shell.execute_reply": "2023-09-20T19:25:07.462971Z" + "iopub.execute_input": "2023-10-05T22:59:38.673421Z", + "iopub.status.busy": "2023-10-05T22:59:38.672881Z", + "iopub.status.idle": "2023-10-05T22:59:38.691531Z", + "shell.execute_reply": "2023-10-05T22:59:38.690819Z" } }, "outputs": [ @@ -1068,17 +1068,17 @@ "execution_count": 13, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:25:07.467103Z", 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"6437f4f53ff74b46b3d42e719ae516d7": { "model_module": "@jupyter-widgets/base", "model_module_version": "1.2.0", "model_name": "LayoutModel", @@ -1604,47 +1572,27 @@ "padding": null, "right": null, "top": null, - "visibility": "hidden", + "visibility": null, "width": null } }, - "ac77eee9dbe14e1f94433b46ff8cd77c": { + "649cb746d3674d9f81d09cba4f2b6fd7": { "model_module": "@jupyter-widgets/controls", "model_module_version": "1.5.0", - "model_name": "HTMLModel", - "state": { - "_dom_classes": [], - "_model_module": "@jupyter-widgets/controls", - "_model_module_version": "1.5.0", - "_model_name": "HTMLModel", - "_view_count": null, - "_view_module": "@jupyter-widgets/controls", - "_view_module_version": "1.5.0", - "_view_name": "HTMLView", - "description": "", - "description_tooltip": null, - "layout": "IPY_MODEL_d58a4eb5fc174ab68038d84b5bd56d58", - "placeholder": "​", - "style": "IPY_MODEL_1fc99d459e5d496cb71f76b5bc25abb6", - "value": " 132/132 [00:00<00:00, 8649.81 examples/s]" - } - }, - "aee82103143b4ffc8cf2afcac6245865": { - "model_module": "@jupyter-widgets/controls", - "model_module_version": "1.5.0", - "model_name": "DescriptionStyleModel", + "model_name": "ProgressStyleModel", "state": { "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", - "_model_name": "DescriptionStyleModel", + "_model_name": "ProgressStyleModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "StyleView", + "bar_color": null, "description_width": "" } }, - "d58a4eb5fc174ab68038d84b5bd56d58": { + "83f607ec8ead4213ab7fa7581b949627": { "model_module": "@jupyter-widgets/base", "model_module_version": "1.2.0", "model_name": "LayoutModel", @@ -1692,11 +1640,26 @@ "padding": null, "right": null, "top": null, - "visibility": null, + "visibility": "hidden", "width": null } }, - "ec23422d6bb24952bd2a30f9e869c978": { + "ad728bb3564f435aaff76add0b1e8ce2": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "DescriptionStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "DescriptionStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "StyleView", + "description_width": "" + } + }, + "baeda133813f447aa9602253c6840ff6": { "model_module": "@jupyter-widgets/base", "model_module_version": "1.2.0", "model_name": "LayoutModel", @@ -1748,7 +1711,44 @@ "width": null } }, - "f6fb6769d7a746df9d05f6802e1f366b": { + "e3af991a7b234592a7f0eca7a53ff659": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "DescriptionStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "DescriptionStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "StyleView", + "description_width": "" + } + }, + "ea336886252c404b9725155c96bfaeca": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "HBoxModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "HBoxModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "1.5.0", + "_view_name": "HBoxView", + "box_style": "", + "children": [ + "IPY_MODEL_1330262982e64ebc9bdf4d8119e6d242", + "IPY_MODEL_f92ab95d3e334306a92ad21602f76df6", + "IPY_MODEL_48a3b46355d04ee49503afc846e322b4" + ], + "layout": "IPY_MODEL_83f607ec8ead4213ab7fa7581b949627" + } + }, + "f92ab95d3e334306a92ad21602f76df6": { "model_module": "@jupyter-widgets/controls", "model_module_version": "1.5.0", "model_name": "FloatProgressModel", @@ -1764,11 +1764,11 @@ "bar_style": "", "description": "", "description_tooltip": null, - "layout": "IPY_MODEL_3c07b02dd6914391a90405c3efe8b568", + "layout": "IPY_MODEL_6437f4f53ff74b46b3d42e719ae516d7", "max": 132.0, "min": 0.0, "orientation": "horizontal", - "style": "IPY_MODEL_1caf133d154f45618804251b8056b8fa", + "style": "IPY_MODEL_649cb746d3674d9f81d09cba4f2b6fd7", "value": 132.0 } } diff --git a/master/.doctrees/nbsphinx/tutorials/datalab/datalab_quickstart.ipynb b/master/.doctrees/nbsphinx/tutorials/datalab/datalab_quickstart.ipynb index 506efb64b..e6d2880f6 100644 --- a/master/.doctrees/nbsphinx/tutorials/datalab/datalab_quickstart.ipynb +++ b/master/.doctrees/nbsphinx/tutorials/datalab/datalab_quickstart.ipynb @@ -78,10 +78,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:25:13.213624Z", - "iopub.status.busy": "2023-09-20T19:25:13.213380Z", - "iopub.status.idle": "2023-09-20T19:25:14.534406Z", - "shell.execute_reply": "2023-09-20T19:25:14.533643Z" + "iopub.execute_input": "2023-10-05T22:59:44.203012Z", + "iopub.status.busy": "2023-10-05T22:59:44.202768Z", + "iopub.status.idle": "2023-10-05T22:59:45.490912Z", + "shell.execute_reply": "2023-10-05T22:59:45.490130Z" }, "nbsphinx": "hidden" }, @@ -91,7 +91,7 @@ "dependencies = [\"cleanlab\", \"matplotlib\", \"datasets\"] # TODO: make sure this list is updated\n", "\n", "if \"google.colab\" in str(get_ipython()): # Check if it's running in Google Colab\n", - " %pip install git+https://github.com/cleanlab/cleanlab.git@6d45971cf83ccc85ac31d2591c54ce6b52a27281\n", + " %pip install git+https://github.com/cleanlab/cleanlab.git@ffbddc3a9e4600852d7a9efeace6fb2b916f585e\n", " cmd = ' '.join([dep for dep in dependencies if dep != \"cleanlab\"])\n", " %pip install $cmd\n", "else:\n", @@ -116,10 +116,10 @@ "execution_count": 2, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:25:14.538587Z", - "iopub.status.busy": "2023-09-20T19:25:14.538178Z", - "iopub.status.idle": "2023-09-20T19:25:14.542935Z", - "shell.execute_reply": "2023-09-20T19:25:14.542309Z" + "iopub.execute_input": "2023-10-05T22:59:45.495282Z", + "iopub.status.busy": "2023-10-05T22:59:45.494724Z", + "iopub.status.idle": "2023-10-05T22:59:45.499475Z", + "shell.execute_reply": "2023-10-05T22:59:45.498865Z" } }, "outputs": [], @@ -250,10 +250,10 @@ "execution_count": 3, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:25:14.546251Z", - "iopub.status.busy": "2023-09-20T19:25:14.546008Z", - "iopub.status.idle": "2023-09-20T19:25:14.558732Z", - "shell.execute_reply": "2023-09-20T19:25:14.558076Z" + "iopub.execute_input": "2023-10-05T22:59:45.502848Z", + "iopub.status.busy": "2023-10-05T22:59:45.502608Z", + "iopub.status.idle": "2023-10-05T22:59:45.515757Z", + "shell.execute_reply": "2023-10-05T22:59:45.515096Z" }, "nbsphinx": "hidden" }, @@ -351,10 +351,10 @@ "execution_count": 4, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:25:14.561747Z", - "iopub.status.busy": "2023-09-20T19:25:14.561171Z", - "iopub.status.idle": "2023-09-20T19:25:14.567933Z", - "shell.execute_reply": "2023-09-20T19:25:14.567308Z" + "iopub.execute_input": "2023-10-05T22:59:45.519079Z", + "iopub.status.busy": "2023-10-05T22:59:45.518531Z", + "iopub.status.idle": "2023-10-05T22:59:45.524145Z", + "shell.execute_reply": "2023-10-05T22:59:45.523526Z" } }, "outputs": [], @@ -443,10 +443,10 @@ "execution_count": 5, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:25:14.571259Z", - "iopub.status.busy": "2023-09-20T19:25:14.571019Z", - "iopub.status.idle": "2023-09-20T19:25:14.936614Z", - "shell.execute_reply": "2023-09-20T19:25:14.935857Z" + "iopub.execute_input": "2023-10-05T22:59:45.527789Z", + "iopub.status.busy": "2023-10-05T22:59:45.527345Z", + "iopub.status.idle": "2023-10-05T22:59:45.894215Z", + "shell.execute_reply": "2023-10-05T22:59:45.893460Z" }, "nbsphinx": "hidden" }, @@ -515,10 +515,10 @@ "execution_count": 6, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:25:14.940436Z", - "iopub.status.busy": "2023-09-20T19:25:14.940001Z", - "iopub.status.idle": "2023-09-20T19:25:15.357268Z", - "shell.execute_reply": "2023-09-20T19:25:15.356469Z" + "iopub.execute_input": "2023-10-05T22:59:45.898440Z", + "iopub.status.busy": "2023-10-05T22:59:45.897834Z", + "iopub.status.idle": "2023-10-05T22:59:46.303559Z", + "shell.execute_reply": "2023-10-05T22:59:46.302838Z" } }, "outputs": [ @@ -554,10 +554,10 @@ "execution_count": 7, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:25:15.360962Z", - "iopub.status.busy": "2023-09-20T19:25:15.360369Z", - "iopub.status.idle": "2023-09-20T19:25:15.363901Z", - "shell.execute_reply": "2023-09-20T19:25:15.363174Z" + "iopub.execute_input": "2023-10-05T22:59:46.307114Z", + "iopub.status.busy": "2023-10-05T22:59:46.306708Z", + "iopub.status.idle": "2023-10-05T22:59:46.310026Z", + "shell.execute_reply": "2023-10-05T22:59:46.309336Z" } }, "outputs": [], @@ -596,10 +596,10 @@ "execution_count": 8, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:25:15.367602Z", - "iopub.status.busy": "2023-09-20T19:25:15.367220Z", - "iopub.status.idle": "2023-09-20T19:25:15.397784Z", - "shell.execute_reply": "2023-09-20T19:25:15.396981Z" + "iopub.execute_input": "2023-10-05T22:59:46.313551Z", + "iopub.status.busy": "2023-10-05T22:59:46.312914Z", + "iopub.status.idle": "2023-10-05T22:59:46.341636Z", + "shell.execute_reply": "2023-10-05T22:59:46.340951Z" } }, "outputs": [], @@ -632,10 +632,10 @@ "execution_count": 9, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:25:15.402585Z", - "iopub.status.busy": "2023-09-20T19:25:15.402317Z", - "iopub.status.idle": "2023-09-20T19:25:17.124235Z", - "shell.execute_reply": "2023-09-20T19:25:17.123333Z" + "iopub.execute_input": "2023-10-05T22:59:46.345211Z", + "iopub.status.busy": "2023-10-05T22:59:46.344718Z", + "iopub.status.idle": "2023-10-05T22:59:48.021413Z", + "shell.execute_reply": "2023-10-05T22:59:48.020552Z" } }, "outputs": [ @@ -677,10 +677,10 @@ "execution_count": 10, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:25:17.129649Z", - "iopub.status.busy": "2023-09-20T19:25:17.127994Z", - "iopub.status.idle": "2023-09-20T19:25:17.151514Z", - "shell.execute_reply": "2023-09-20T19:25:17.150719Z" + "iopub.execute_input": "2023-10-05T22:59:48.025399Z", + "iopub.status.busy": "2023-10-05T22:59:48.024720Z", + "iopub.status.idle": "2023-10-05T22:59:48.048671Z", + "shell.execute_reply": "2023-10-05T22:59:48.047995Z" } }, "outputs": [ @@ -814,10 +814,10 @@ "execution_count": 11, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:25:17.155684Z", - "iopub.status.busy": "2023-09-20T19:25:17.155166Z", - "iopub.status.idle": "2023-09-20T19:25:17.165309Z", - "shell.execute_reply": "2023-09-20T19:25:17.164555Z" + "iopub.execute_input": "2023-10-05T22:59:48.051921Z", + "iopub.status.busy": "2023-10-05T22:59:48.051440Z", + "iopub.status.idle": "2023-10-05T22:59:48.060774Z", + "shell.execute_reply": "2023-10-05T22:59:48.060099Z" } }, "outputs": [ @@ -907,10 +907,10 @@ "execution_count": 12, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:25:17.168471Z", - "iopub.status.busy": "2023-09-20T19:25:17.168191Z", - "iopub.status.idle": "2023-09-20T19:25:17.177655Z", - "shell.execute_reply": "2023-09-20T19:25:17.177020Z" + "iopub.execute_input": "2023-10-05T22:59:48.063757Z", + "iopub.status.busy": "2023-10-05T22:59:48.063291Z", + "iopub.status.idle": "2023-10-05T22:59:48.072957Z", + "shell.execute_reply": "2023-10-05T22:59:48.072334Z" } }, "outputs": [ @@ -977,10 +977,10 @@ "execution_count": 13, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:25:17.180842Z", - "iopub.status.busy": "2023-09-20T19:25:17.180482Z", - "iopub.status.idle": "2023-09-20T19:25:17.192640Z", - "shell.execute_reply": "2023-09-20T19:25:17.192003Z" + "iopub.execute_input": "2023-10-05T22:59:48.076232Z", + "iopub.status.busy": "2023-10-05T22:59:48.075866Z", + "iopub.status.idle": "2023-10-05T22:59:48.087674Z", + "shell.execute_reply": "2023-10-05T22:59:48.086986Z" } }, "outputs": [ @@ -1122,10 +1122,10 @@ "execution_count": 14, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:25:17.195948Z", - "iopub.status.busy": "2023-09-20T19:25:17.195516Z", - "iopub.status.idle": "2023-09-20T19:25:17.206564Z", - "shell.execute_reply": "2023-09-20T19:25:17.205976Z" + "iopub.execute_input": "2023-10-05T22:59:48.091384Z", + "iopub.status.busy": "2023-10-05T22:59:48.090863Z", + "iopub.status.idle": "2023-10-05T22:59:48.104345Z", + "shell.execute_reply": "2023-10-05T22:59:48.103712Z" } }, "outputs": [ @@ -1241,10 +1241,10 @@ "execution_count": 15, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:25:17.209499Z", - "iopub.status.busy": "2023-09-20T19:25:17.209272Z", - "iopub.status.idle": "2023-09-20T19:25:17.220173Z", - "shell.execute_reply": "2023-09-20T19:25:17.219537Z" + "iopub.execute_input": "2023-10-05T22:59:48.107085Z", + "iopub.status.busy": "2023-10-05T22:59:48.106859Z", + "iopub.status.idle": "2023-10-05T22:59:48.126162Z", + "shell.execute_reply": "2023-10-05T22:59:48.125588Z" }, "scrolled": true }, @@ -1357,10 +1357,10 @@ "execution_count": 16, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:25:17.223333Z", - "iopub.status.busy": "2023-09-20T19:25:17.222728Z", - "iopub.status.idle": "2023-09-20T19:25:17.236220Z", - "shell.execute_reply": "2023-09-20T19:25:17.235588Z" + "iopub.execute_input": "2023-10-05T22:59:48.129179Z", + "iopub.status.busy": "2023-10-05T22:59:48.128860Z", + "iopub.status.idle": "2023-10-05T22:59:48.143176Z", + "shell.execute_reply": "2023-10-05T22:59:48.142562Z" } }, "outputs": [ diff --git a/master/.doctrees/nbsphinx/tutorials/datalab/tabular.ipynb b/master/.doctrees/nbsphinx/tutorials/datalab/tabular.ipynb index d3dd71262..b66ad6c19 100644 --- a/master/.doctrees/nbsphinx/tutorials/datalab/tabular.ipynb +++ b/master/.doctrees/nbsphinx/tutorials/datalab/tabular.ipynb @@ -74,10 +74,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:25:22.401276Z", - "iopub.status.busy": "2023-09-20T19:25:22.400866Z", - "iopub.status.idle": "2023-09-20T19:25:23.628744Z", - "shell.execute_reply": "2023-09-20T19:25:23.627988Z" + "iopub.execute_input": "2023-10-05T22:59:53.182656Z", + "iopub.status.busy": "2023-10-05T22:59:53.182240Z", + "iopub.status.idle": "2023-10-05T22:59:54.390707Z", + "shell.execute_reply": "2023-10-05T22:59:54.389935Z" }, "nbsphinx": "hidden" }, @@ -87,7 +87,7 @@ "dependencies = [\"cleanlab\", \"datasets\"]\n", "\n", "if \"google.colab\" in str(get_ipython()): # Check if it's running in Google Colab\n", - " %pip install git+https://github.com/cleanlab/cleanlab.git@6d45971cf83ccc85ac31d2591c54ce6b52a27281\n", + " %pip install git+https://github.com/cleanlab/cleanlab.git@ffbddc3a9e4600852d7a9efeace6fb2b916f585e\n", " cmd = ' '.join([dep for dep in dependencies if dep != \"cleanlab\"])\n", " %pip install $cmd\n", "else:\n", @@ -112,10 +112,10 @@ "execution_count": 2, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:25:23.633206Z", - "iopub.status.busy": "2023-09-20T19:25:23.632546Z", - "iopub.status.idle": "2023-09-20T19:25:23.697623Z", - "shell.execute_reply": "2023-09-20T19:25:23.696895Z" + "iopub.execute_input": "2023-10-05T22:59:54.395164Z", + "iopub.status.busy": "2023-10-05T22:59:54.394531Z", + "iopub.status.idle": "2023-10-05T22:59:54.454338Z", + "shell.execute_reply": "2023-10-05T22:59:54.453597Z" } }, "outputs": [], @@ -155,10 +155,10 @@ "execution_count": 3, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:25:23.701417Z", - "iopub.status.busy": "2023-09-20T19:25:23.701001Z", - "iopub.status.idle": "2023-09-20T19:25:24.124285Z", - "shell.execute_reply": "2023-09-20T19:25:24.123318Z" + "iopub.execute_input": "2023-10-05T22:59:54.458063Z", + "iopub.status.busy": "2023-10-05T22:59:54.457587Z", + "iopub.status.idle": "2023-10-05T22:59:54.603193Z", + "shell.execute_reply": "2023-10-05T22:59:54.602490Z" } }, "outputs": [ @@ -265,10 +265,10 @@ "execution_count": 4, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:25:24.127667Z", - "iopub.status.busy": "2023-09-20T19:25:24.127277Z", - "iopub.status.idle": "2023-09-20T19:25:24.131653Z", - "shell.execute_reply": "2023-09-20T19:25:24.130997Z" + "iopub.execute_input": "2023-10-05T22:59:54.606652Z", + "iopub.status.busy": "2023-10-05T22:59:54.606245Z", + "iopub.status.idle": "2023-10-05T22:59:54.611624Z", + "shell.execute_reply": "2023-10-05T22:59:54.611002Z" } }, "outputs": [], @@ -289,10 +289,10 @@ "execution_count": 5, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:25:24.134866Z", - "iopub.status.busy": "2023-09-20T19:25:24.134501Z", - "iopub.status.idle": "2023-09-20T19:25:24.144157Z", - "shell.execute_reply": "2023-09-20T19:25:24.143474Z" + "iopub.execute_input": "2023-10-05T22:59:54.614844Z", + "iopub.status.busy": "2023-10-05T22:59:54.614458Z", + "iopub.status.idle": "2023-10-05T22:59:54.626049Z", + "shell.execute_reply": "2023-10-05T22:59:54.625348Z" } }, "outputs": [], @@ -337,10 +337,10 @@ "execution_count": 6, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:25:24.147655Z", - "iopub.status.busy": "2023-09-20T19:25:24.147103Z", - "iopub.status.idle": "2023-09-20T19:25:24.150282Z", - "shell.execute_reply": "2023-09-20T19:25:24.149601Z" + "iopub.execute_input": "2023-10-05T22:59:54.629501Z", + "iopub.status.busy": "2023-10-05T22:59:54.628948Z", + "iopub.status.idle": "2023-10-05T22:59:54.633117Z", + "shell.execute_reply": "2023-10-05T22:59:54.632498Z" } }, "outputs": [], @@ -362,10 +362,10 @@ "execution_count": 7, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:25:24.153278Z", - "iopub.status.busy": "2023-09-20T19:25:24.152918Z", - "iopub.status.idle": "2023-09-20T19:25:29.492847Z", - "shell.execute_reply": "2023-09-20T19:25:29.492160Z" + "iopub.execute_input": "2023-10-05T22:59:54.635943Z", + "iopub.status.busy": "2023-10-05T22:59:54.635708Z", + "iopub.status.idle": "2023-10-05T23:00:00.099347Z", + "shell.execute_reply": "2023-10-05T23:00:00.098634Z" } }, "outputs": [], @@ -401,10 +401,10 @@ "execution_count": 8, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:25:29.497926Z", - "iopub.status.busy": "2023-09-20T19:25:29.496734Z", - "iopub.status.idle": "2023-09-20T19:25:29.509376Z", - "shell.execute_reply": "2023-09-20T19:25:29.508808Z" + "iopub.execute_input": "2023-10-05T23:00:00.103285Z", + "iopub.status.busy": "2023-10-05T23:00:00.102840Z", + "iopub.status.idle": "2023-10-05T23:00:00.114871Z", + "shell.execute_reply": "2023-10-05T23:00:00.114273Z" } }, "outputs": [], @@ -436,10 +436,10 @@ "execution_count": 9, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:25:29.512448Z", - "iopub.status.busy": "2023-09-20T19:25:29.512060Z", - "iopub.status.idle": "2023-09-20T19:25:31.180038Z", - "shell.execute_reply": "2023-09-20T19:25:31.179141Z" + "iopub.execute_input": "2023-10-05T23:00:00.118084Z", + "iopub.status.busy": "2023-10-05T23:00:00.117671Z", + "iopub.status.idle": "2023-10-05T23:00:01.835666Z", + "shell.execute_reply": "2023-10-05T23:00:01.834737Z" } }, "outputs": [ @@ -476,10 +476,10 @@ "execution_count": 10, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:25:31.184078Z", - "iopub.status.busy": "2023-09-20T19:25:31.183287Z", - "iopub.status.idle": "2023-09-20T19:25:31.204158Z", - "shell.execute_reply": "2023-09-20T19:25:31.203424Z" + "iopub.execute_input": "2023-10-05T23:00:01.839916Z", + "iopub.status.busy": "2023-10-05T23:00:01.839069Z", + "iopub.status.idle": "2023-10-05T23:00:01.859687Z", + "shell.execute_reply": "2023-10-05T23:00:01.858908Z" }, "scrolled": true }, @@ -577,10 +577,10 @@ "execution_count": 11, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:25:31.207621Z", - "iopub.status.busy": "2023-09-20T19:25:31.207226Z", - "iopub.status.idle": "2023-09-20T19:25:31.220672Z", - "shell.execute_reply": "2023-09-20T19:25:31.220010Z" + "iopub.execute_input": "2023-10-05T23:00:01.863357Z", + "iopub.status.busy": "2023-10-05T23:00:01.862743Z", + "iopub.status.idle": "2023-10-05T23:00:01.873636Z", + "shell.execute_reply": "2023-10-05T23:00:01.872868Z" } }, "outputs": [ @@ -684,10 +684,10 @@ "execution_count": 12, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:25:31.224263Z", - "iopub.status.busy": "2023-09-20T19:25:31.223853Z", - "iopub.status.idle": "2023-09-20T19:25:31.240168Z", - "shell.execute_reply": "2023-09-20T19:25:31.239458Z" + "iopub.execute_input": "2023-10-05T23:00:01.877470Z", + "iopub.status.busy": "2023-10-05T23:00:01.876810Z", + "iopub.status.idle": "2023-10-05T23:00:01.889382Z", + "shell.execute_reply": "2023-10-05T23:00:01.888611Z" } }, "outputs": [ @@ -816,10 +816,10 @@ "execution_count": 13, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:25:31.243941Z", - "iopub.status.busy": "2023-09-20T19:25:31.243340Z", - "iopub.status.idle": "2023-09-20T19:25:31.256715Z", - "shell.execute_reply": "2023-09-20T19:25:31.256093Z" + "iopub.execute_input": "2023-10-05T23:00:01.893121Z", + "iopub.status.busy": "2023-10-05T23:00:01.892528Z", + "iopub.status.idle": "2023-10-05T23:00:01.903379Z", + "shell.execute_reply": "2023-10-05T23:00:01.902614Z" } }, "outputs": [ @@ -933,10 +933,10 @@ "execution_count": 14, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:25:31.260303Z", - "iopub.status.busy": "2023-09-20T19:25:31.259725Z", - "iopub.status.idle": "2023-09-20T19:25:31.274354Z", - "shell.execute_reply": "2023-09-20T19:25:31.273723Z" + "iopub.execute_input": "2023-10-05T23:00:01.907243Z", + "iopub.status.busy": "2023-10-05T23:00:01.906627Z", + "iopub.status.idle": "2023-10-05T23:00:01.919826Z", + "shell.execute_reply": "2023-10-05T23:00:01.919024Z" } }, "outputs": [ @@ -1047,10 +1047,10 @@ "execution_count": 15, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:25:31.277916Z", - "iopub.status.busy": "2023-09-20T19:25:31.277377Z", - "iopub.status.idle": "2023-09-20T19:25:31.287755Z", - "shell.execute_reply": "2023-09-20T19:25:31.287120Z" + "iopub.execute_input": "2023-10-05T23:00:01.923542Z", + "iopub.status.busy": "2023-10-05T23:00:01.923036Z", + "iopub.status.idle": "2023-10-05T23:00:01.931968Z", + "shell.execute_reply": "2023-10-05T23:00:01.931236Z" } }, "outputs": [ @@ -1134,10 +1134,10 @@ "execution_count": 16, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:25:31.291167Z", - "iopub.status.busy": "2023-09-20T19:25:31.290797Z", - "iopub.status.idle": "2023-09-20T19:25:31.298722Z", - "shell.execute_reply": "2023-09-20T19:25:31.298143Z" + "iopub.execute_input": "2023-10-05T23:00:01.936163Z", + "iopub.status.busy": "2023-10-05T23:00:01.935679Z", + "iopub.status.idle": "2023-10-05T23:00:01.944286Z", + "shell.execute_reply": "2023-10-05T23:00:01.943545Z" } }, "outputs": [ @@ -1221,10 +1221,10 @@ "execution_count": 17, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:25:31.302018Z", - "iopub.status.busy": "2023-09-20T19:25:31.301547Z", - "iopub.status.idle": "2023-09-20T19:25:31.311819Z", - "shell.execute_reply": "2023-09-20T19:25:31.311136Z" + "iopub.execute_input": "2023-10-05T23:00:01.948476Z", + "iopub.status.busy": "2023-10-05T23:00:01.947999Z", + "iopub.status.idle": "2023-10-05T23:00:01.957192Z", + "shell.execute_reply": "2023-10-05T23:00:01.956483Z" }, "nbsphinx": "hidden" }, diff --git a/master/.doctrees/nbsphinx/tutorials/datalab/text.ipynb b/master/.doctrees/nbsphinx/tutorials/datalab/text.ipynb index 9be03dd34..2bed6faca 100644 --- a/master/.doctrees/nbsphinx/tutorials/datalab/text.ipynb +++ b/master/.doctrees/nbsphinx/tutorials/datalab/text.ipynb @@ -75,10 +75,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:25:36.693305Z", - "iopub.status.busy": "2023-09-20T19:25:36.693048Z", - "iopub.status.idle": "2023-09-20T19:25:39.780102Z", - "shell.execute_reply": "2023-09-20T19:25:39.779208Z" + "iopub.execute_input": "2023-10-05T23:00:07.451119Z", + "iopub.status.busy": "2023-10-05T23:00:07.450619Z", + "iopub.status.idle": "2023-10-05T23:00:10.515332Z", + "shell.execute_reply": "2023-10-05T23:00:10.514632Z" }, "nbsphinx": "hidden" }, @@ -93,7 +93,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "16887f4369534564a02e069ceb15a164", + "model_id": "8ab9ccd2d61f487a98ee98065642ab7a", "version_major": 2, "version_minor": 0 }, @@ -118,7 +118,7 @@ "os.environ[\"TOKENIZERS_PARALLELISM\"] = \"false\" # disable parallelism to avoid deadlocks with huggingface\n", "\n", "if \"google.colab\" in str(get_ipython()): # Check if it's running in Google Colab\n", - " %pip install git+https://github.com/cleanlab/cleanlab.git@6d45971cf83ccc85ac31d2591c54ce6b52a27281\n", + " %pip install git+https://github.com/cleanlab/cleanlab.git@ffbddc3a9e4600852d7a9efeace6fb2b916f585e\n", " cmd = ' '.join([dep for dep in dependencies if dep != \"cleanlab\"])\n", " %pip install $cmd\n", "else:\n", @@ -143,10 +143,10 @@ "execution_count": 2, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:25:39.784232Z", - "iopub.status.busy": "2023-09-20T19:25:39.783648Z", - "iopub.status.idle": "2023-09-20T19:25:39.787734Z", - "shell.execute_reply": "2023-09-20T19:25:39.787078Z" + "iopub.execute_input": "2023-10-05T23:00:10.520462Z", + "iopub.status.busy": "2023-10-05T23:00:10.519080Z", + "iopub.status.idle": "2023-10-05T23:00:10.524564Z", + "shell.execute_reply": "2023-10-05T23:00:10.523925Z" } }, "outputs": [], @@ -167,10 +167,10 @@ "execution_count": 3, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:25:39.790606Z", - "iopub.status.busy": "2023-09-20T19:25:39.790244Z", - "iopub.status.idle": "2023-09-20T19:25:39.794047Z", - "shell.execute_reply": "2023-09-20T19:25:39.793360Z" + "iopub.execute_input": "2023-10-05T23:00:10.528661Z", + "iopub.status.busy": "2023-10-05T23:00:10.527519Z", + "iopub.status.idle": "2023-10-05T23:00:10.532829Z", + "shell.execute_reply": "2023-10-05T23:00:10.532201Z" }, "nbsphinx": "hidden" }, @@ -200,10 +200,10 @@ "execution_count": 4, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:25:39.797031Z", - "iopub.status.busy": "2023-09-20T19:25:39.796669Z", - "iopub.status.idle": "2023-09-20T19:25:39.976950Z", - "shell.execute_reply": "2023-09-20T19:25:39.976229Z" + "iopub.execute_input": "2023-10-05T23:00:10.536123Z", + "iopub.status.busy": "2023-10-05T23:00:10.535675Z", + "iopub.status.idle": "2023-10-05T23:00:10.586986Z", + "shell.execute_reply": "2023-10-05T23:00:10.586226Z" } }, "outputs": [ @@ -293,10 +293,10 @@ "execution_count": 5, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:25:39.980258Z", - "iopub.status.busy": "2023-09-20T19:25:39.979868Z", - "iopub.status.idle": "2023-09-20T19:25:39.986578Z", - "shell.execute_reply": "2023-09-20T19:25:39.985933Z" + "iopub.execute_input": "2023-10-05T23:00:10.590821Z", + "iopub.status.busy": "2023-10-05T23:00:10.590392Z", + "iopub.status.idle": "2023-10-05T23:00:10.597636Z", + "shell.execute_reply": "2023-10-05T23:00:10.596951Z" } }, "outputs": [ @@ -305,7 +305,7 @@ "output_type": "stream", "text": [ "This dataset has 10 classes.\n", - "Classes: {'lost_or_stolen_phone', 'change_pin', 'card_payment_fee_charged', 'getting_spare_card', 'visa_or_mastercard', 'beneficiary_not_allowed', 'apple_pay_or_google_pay', 'cancel_transfer', 'card_about_to_expire', 'supported_cards_and_currencies'}\n" + "Classes: {'getting_spare_card', 'visa_or_mastercard', 'apple_pay_or_google_pay', 'lost_or_stolen_phone', 'beneficiary_not_allowed', 'card_about_to_expire', 'supported_cards_and_currencies', 'change_pin', 'cancel_transfer', 'card_payment_fee_charged'}\n" ] } ], @@ -329,10 +329,10 @@ "execution_count": 6, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:25:39.989642Z", - "iopub.status.busy": "2023-09-20T19:25:39.989190Z", - "iopub.status.idle": "2023-09-20T19:25:39.993400Z", - "shell.execute_reply": "2023-09-20T19:25:39.992700Z" + "iopub.execute_input": "2023-10-05T23:00:10.600814Z", + "iopub.status.busy": "2023-10-05T23:00:10.600415Z", + "iopub.status.idle": "2023-10-05T23:00:10.604790Z", + "shell.execute_reply": "2023-10-05T23:00:10.604082Z" } }, "outputs": [ @@ -387,17 +387,17 @@ "execution_count": 7, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:25:39.997562Z", - "iopub.status.busy": "2023-09-20T19:25:39.996948Z", - "iopub.status.idle": "2023-09-20T19:25:45.099074Z", - "shell.execute_reply": "2023-09-20T19:25:45.098372Z" + "iopub.execute_input": "2023-10-05T23:00:10.607953Z", + "iopub.status.busy": "2023-10-05T23:00:10.607578Z", + "iopub.status.idle": "2023-10-05T23:00:15.103383Z", + "shell.execute_reply": "2023-10-05T23:00:15.102660Z" } }, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "6bb1151c57c84de2a94448f8efe85964", + "model_id": "72b67369666f407380bc25c4d0d3bfb9", "version_major": 2, "version_minor": 0 }, @@ -411,7 +411,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "34eeb34a54354567a8b6b45d869a678d", + "model_id": "a9de53fd4bfd4c58b18fa0b8de08b82b", "version_major": 2, "version_minor": 0 }, @@ -425,7 +425,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "626f69cd6f6a4672a6d8a73328b496fa", + "model_id": "844f6c6b9eec446d84b21b14c60956e8", "version_major": 2, "version_minor": 0 }, @@ -439,7 +439,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "72a7f35452454283b58290c1d18808e7", + "model_id": "4401df1fba5e441b83b80dd23ca4b5ea", "version_major": 2, "version_minor": 0 }, @@ -453,7 +453,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "f5178125000c42bca785825165412a3e", + "model_id": "a3600dbacdc34ceaaedfcd099b04b822", "version_major": 2, "version_minor": 0 }, @@ -467,7 +467,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "7133407330494b4b9166d219533e0f76", + "model_id": "89e2f54817fa4550bf363ef9bcc0dc96", "version_major": 2, "version_minor": 0 }, @@ -481,7 +481,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "200da2b516a5407d9960f11c3ef8471d", + "model_id": "5477c28ba5f84dfeab902c93a74ed0a2", "version_major": 2, "version_minor": 0 }, @@ -503,7 +503,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "Some weights of the model checkpoint at /home/runner/.cache/torch/sentence_transformers/google_electra-small-discriminator were not used when initializing ElectraModel: ['discriminator_predictions.dense.bias', 'discriminator_predictions.dense_prediction.weight', 'discriminator_predictions.dense.weight', 'discriminator_predictions.dense_prediction.bias']\n", + "Some weights of the model checkpoint at /home/runner/.cache/torch/sentence_transformers/google_electra-small-discriminator were not used when initializing ElectraModel: ['discriminator_predictions.dense_prediction.weight', 'discriminator_predictions.dense_prediction.bias', 'discriminator_predictions.dense.weight', 'discriminator_predictions.dense.bias']\n", "- This IS expected if you are initializing ElectraModel from the checkpoint of a model trained on another task or with another architecture (e.g. initializing a BertForSequenceClassification model from a BertForPreTraining model).\n", "- This IS NOT expected if you are initializing ElectraModel from the checkpoint of a model that you expect to be exactly identical (initializing a BertForSequenceClassification model from a BertForSequenceClassification model).\n" ] @@ -544,10 +544,10 @@ "execution_count": 8, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:25:45.103031Z", - "iopub.status.busy": "2023-09-20T19:25:45.102347Z", - "iopub.status.idle": "2023-09-20T19:25:46.356233Z", - "shell.execute_reply": "2023-09-20T19:25:46.355539Z" + "iopub.execute_input": "2023-10-05T23:00:15.107989Z", + "iopub.status.busy": "2023-10-05T23:00:15.107215Z", + "iopub.status.idle": "2023-10-05T23:00:16.362460Z", + "shell.execute_reply": "2023-10-05T23:00:16.361747Z" }, "scrolled": true }, @@ -579,10 +579,10 @@ "execution_count": 9, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:25:46.361397Z", - "iopub.status.busy": "2023-09-20T19:25:46.360190Z", - "iopub.status.idle": "2023-09-20T19:25:46.364757Z", - "shell.execute_reply": "2023-09-20T19:25:46.364180Z" + "iopub.execute_input": "2023-10-05T23:00:16.366215Z", + "iopub.status.busy": "2023-10-05T23:00:16.365788Z", + "iopub.status.idle": "2023-10-05T23:00:16.369095Z", + "shell.execute_reply": "2023-10-05T23:00:16.368550Z" } }, "outputs": [], @@ -602,10 +602,10 @@ "execution_count": 10, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:25:46.369208Z", - "iopub.status.busy": "2023-09-20T19:25:46.368007Z", - "iopub.status.idle": "2023-09-20T19:25:48.029139Z", - "shell.execute_reply": "2023-09-20T19:25:48.028195Z" + "iopub.execute_input": "2023-10-05T23:00:16.372120Z", + "iopub.status.busy": "2023-10-05T23:00:16.371744Z", + "iopub.status.idle": "2023-10-05T23:00:18.041680Z", + "shell.execute_reply": "2023-10-05T23:00:18.040784Z" }, "scrolled": true }, @@ -626,7 +626,7 @@ "Finding near_duplicate issues ...\n", "Finding non_iid issues ...\n", "\n", - "Audit complete. 88 issues found in the dataset.\n" + "Audit complete. 84 issues found in the dataset.\n" ] } ], @@ -647,10 +647,10 @@ "execution_count": 11, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:25:48.033927Z", - "iopub.status.busy": "2023-09-20T19:25:48.033043Z", - "iopub.status.idle": "2023-09-20T19:25:48.058039Z", - "shell.execute_reply": "2023-09-20T19:25:48.057350Z" + "iopub.execute_input": "2023-10-05T23:00:18.046311Z", + "iopub.status.busy": "2023-10-05T23:00:18.045778Z", + "iopub.status.idle": "2023-10-05T23:00:18.070712Z", + "shell.execute_reply": "2023-10-05T23:00:18.070022Z" }, "scrolled": true }, @@ -662,8 +662,8 @@ "Here is a summary of the different kinds of issues found in the data:\n", "\n", " issue_type num_issues\n", - " label 44\n", - " outlier 39\n", + " label 41\n", + " outlier 38\n", "near_duplicate 4\n", " non_iid 1\n", "\n", @@ -677,16 +677,16 @@ " (e.g. due to annotation error) are flagged as having label issues.\n", " \n", "\n", - "Number of examples with this issue: 44\n", - "Overall dataset quality in terms of this issue: 0.9560\n", + "Number of examples with this issue: 41\n", + "Overall dataset quality in terms of this issue: 0.9580\n", "\n", "Examples representing most severe instances of this issue:\n", " is_label_issue label_score given_label predicted_label\n", "981 True 0.000005 card_about_to_expire card_payment_fee_charged\n", "974 True 0.000150 beneficiary_not_allowed change_pin\n", - "982 True 0.000219 apple_pay_or_google_pay card_about_to_expire\n", - "990 True 0.000326 apple_pay_or_google_pay beneficiary_not_allowed\n", - "971 True 0.000512 beneficiary_not_allowed change_pin\n", + "982 True 0.000220 apple_pay_or_google_pay card_about_to_expire\n", + "971 True 0.000511 beneficiary_not_allowed change_pin\n", + "980 True 0.000948 card_about_to_expire card_payment_fee_charged\n", "\n", "\n", "---------------------- outlier issues ----------------------\n", @@ -696,16 +696,16 @@ " (i.e. potentially out-of-distribution or rare/anomalous instances).\n", " \n", "\n", - "Number of examples with this issue: 39\n", - "Overall dataset quality in terms of this issue: 0.9120\n", + "Number of examples with this issue: 38\n", + "Overall dataset quality in terms of this issue: 0.9122\n", "\n", "Examples representing most severe instances of this issue:\n", " is_outlier_issue outlier_score\n", "994 True 0.676322\n", - "999 True 0.686193\n", - "989 True 0.711223\n", - "433 True 0.711974\n", - "990 True 0.713793\n", + "999 True 0.693868\n", + "81 True 0.697240\n", + "433 True 0.700874\n", + "989 True 0.713590\n", "\n", "\n", "------------------ near_duplicate issues -------------------\n", @@ -719,7 +719,7 @@ " \n", "\n", "Number of examples with this issue: 4\n", - "Overall dataset quality in terms of this issue: 0.0657\n", + "Overall dataset quality in terms of this issue: 0.0656\n", "\n", "Examples representing most severe instances of this issue:\n", " is_near_duplicate_issue near_duplicate_score near_duplicate_sets distance_to_nearest_neighbor\n", @@ -775,10 +775,10 @@ "execution_count": 12, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:25:48.062618Z", - "iopub.status.busy": "2023-09-20T19:25:48.061328Z", - "iopub.status.idle": "2023-09-20T19:25:48.074421Z", - "shell.execute_reply": "2023-09-20T19:25:48.073784Z" + "iopub.execute_input": "2023-10-05T23:00:18.074434Z", + "iopub.status.busy": "2023-10-05T23:00:18.074166Z", + "iopub.status.idle": "2023-10-05T23:00:18.087002Z", + "shell.execute_reply": "2023-10-05T23:00:18.086431Z" }, "scrolled": true }, @@ -814,35 +814,35 @@ " \n", " 0\n", " False\n", - " 0.806101\n", + " 0.791943\n", " cancel_transfer\n", " cancel_transfer\n", " \n", " \n", " 1\n", " False\n", - " 0.270940\n", + " 0.258507\n", " cancel_transfer\n", " cancel_transfer\n", " \n", " \n", " 2\n", " False\n", - " 0.695413\n", + " 0.698864\n", " cancel_transfer\n", " cancel_transfer\n", " \n", " \n", " 3\n", " False\n", - " 0.179787\n", + " 0.183013\n", " cancel_transfer\n", " apple_pay_or_google_pay\n", " \n", " \n", " 4\n", " False\n", - " 0.822664\n", + " 0.771059\n", " cancel_transfer\n", " cancel_transfer\n", " \n", @@ -852,11 +852,11 @@ ], "text/plain": [ " is_label_issue label_score given_label predicted_label\n", - "0 False 0.806101 cancel_transfer cancel_transfer\n", - "1 False 0.270940 cancel_transfer cancel_transfer\n", - "2 False 0.695413 cancel_transfer cancel_transfer\n", - "3 False 0.179787 cancel_transfer apple_pay_or_google_pay\n", - "4 False 0.822664 cancel_transfer cancel_transfer" + "0 False 0.791943 cancel_transfer cancel_transfer\n", + "1 False 0.258507 cancel_transfer cancel_transfer\n", + "2 False 0.698864 cancel_transfer cancel_transfer\n", + "3 False 0.183013 cancel_transfer apple_pay_or_google_pay\n", + "4 False 0.771059 cancel_transfer cancel_transfer" ] }, "execution_count": 12, @@ -888,10 +888,10 @@ "execution_count": 13, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:25:48.078948Z", - "iopub.status.busy": "2023-09-20T19:25:48.077678Z", - "iopub.status.idle": "2023-09-20T19:25:48.085671Z", - "shell.execute_reply": "2023-09-20T19:25:48.085034Z" + "iopub.execute_input": "2023-10-05T23:00:18.091457Z", + "iopub.status.busy": "2023-10-05T23:00:18.090309Z", + "iopub.status.idle": "2023-10-05T23:00:18.097858Z", + "shell.execute_reply": "2023-10-05T23:00:18.097298Z" } }, "outputs": [ @@ -899,9 +899,9 @@ "name": "stdout", "output_type": "stream", "text": [ - "cleanlab found 44 potential label errors in the dataset.\n", + "cleanlab found 41 potential label errors in the dataset.\n", "Here are indices of the top 5 most likely errors: \n", - " [981 974 982 990 971]\n" + " [981 974 982 971 980]\n" ] } ], @@ -929,10 +929,10 @@ "execution_count": 14, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:25:48.090091Z", - "iopub.status.busy": "2023-09-20T19:25:48.088836Z", - "iopub.status.idle": "2023-09-20T19:25:48.097751Z", - "shell.execute_reply": "2023-09-20T19:25:48.097207Z" + "iopub.execute_input": "2023-10-05T23:00:18.102149Z", + "iopub.status.busy": "2023-10-05T23:00:18.101019Z", + "iopub.status.idle": "2023-10-05T23:00:18.111523Z", + "shell.execute_reply": "2023-10-05T23:00:18.110943Z" } }, "outputs": [ @@ -982,35 +982,35 @@ " card_about_to_expire\n", " \n", " \n", - " 990\n", - " Connection Timed Out\n", - " apple_pay_or_google_pay\n", - " beneficiary_not_allowed\n", - " \n", - " \n", " 971\n", " please tell me how to change my pin.\n", " beneficiary_not_allowed\n", " change_pin\n", " \n", + " \n", + " 980\n", + " why do i see extra charges for withdrawing my money?\n", + " card_about_to_expire\n", + " card_payment_fee_charged\n", + " \n", " \n", "\n", "" ], "text/plain": [ - " text given_label \\\n", - "981 i was charged for getting cash. card_about_to_expire \n", - "974 can i change my pin on holiday? beneficiary_not_allowed \n", - "982 will i be sent a new card before mine expires? apple_pay_or_google_pay \n", - "990 Connection Timed Out apple_pay_or_google_pay \n", - "971 please tell me how to change my pin. beneficiary_not_allowed \n", + " text \\\n", + "981 i was charged for getting cash. \n", + "974 can i change my pin on holiday? \n", + "982 will i be sent a new card before mine expires? \n", + "971 please tell me how to change my pin. \n", + "980 why do i see extra charges for withdrawing my money? \n", "\n", - " suggested_label \n", - "981 card_payment_fee_charged \n", - "974 change_pin \n", - "982 card_about_to_expire \n", - "990 beneficiary_not_allowed \n", - "971 change_pin " + " given_label suggested_label \n", + "981 card_about_to_expire card_payment_fee_charged \n", + "974 beneficiary_not_allowed change_pin \n", + "982 apple_pay_or_google_pay card_about_to_expire \n", + "971 beneficiary_not_allowed change_pin \n", + "980 card_about_to_expire card_payment_fee_charged " ] }, "execution_count": 14, @@ -1049,10 +1049,10 @@ "execution_count": 15, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:25:48.100716Z", - "iopub.status.busy": "2023-09-20T19:25:48.100329Z", - "iopub.status.idle": "2023-09-20T19:25:48.107522Z", - "shell.execute_reply": "2023-09-20T19:25:48.106977Z" + "iopub.execute_input": "2023-10-05T23:00:18.115842Z", + "iopub.status.busy": "2023-10-05T23:00:18.114710Z", + "iopub.status.idle": "2023-10-05T23:00:18.124874Z", + "shell.execute_reply": "2023-10-05T23:00:18.124305Z" } }, "outputs": [ @@ -1090,22 +1090,22 @@ " \n", " 999\n", " True\n", - " 0.686193\n", + " 0.693868\n", " \n", " \n", - " 989\n", + " 81\n", " True\n", - " 0.711223\n", + " 0.697240\n", " \n", " \n", " 433\n", " True\n", - " 0.711974\n", + " 0.700874\n", " \n", " \n", - " 990\n", + " 989\n", " True\n", - " 0.713793\n", + " 0.713590\n", " \n", " \n", "\n", @@ -1114,10 +1114,10 @@ "text/plain": [ " is_outlier_issue outlier_score\n", "994 True 0.676322\n", - "999 True 0.686193\n", - "989 True 0.711223\n", - "433 True 0.711974\n", - "990 True 0.713793" + "999 True 0.693868\n", + "81 True 0.697240\n", + "433 True 0.700874\n", + "989 True 0.713590" ] }, "execution_count": 15, @@ -1135,10 +1135,10 @@ "execution_count": 16, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:25:48.110276Z", - "iopub.status.busy": "2023-09-20T19:25:48.109899Z", - "iopub.status.idle": "2023-09-20T19:25:48.116685Z", - "shell.execute_reply": "2023-09-20T19:25:48.116113Z" + "iopub.execute_input": "2023-10-05T23:00:18.129128Z", + "iopub.status.busy": "2023-10-05T23:00:18.128005Z", + "iopub.status.idle": "2023-10-05T23:00:18.137508Z", + "shell.execute_reply": "2023-10-05T23:00:18.136951Z" } }, "outputs": [ @@ -1179,9 +1179,9 @@ " cancel_transfer\n", " \n", " \n", - " 989\n", - " <p><samp>File not found.<br>Press F1 to continue</samp></p>\n", - " supported_cards_and_currencies\n", + " 81\n", + " cancel transaction\n", + " cancel_transfer\n", " \n", " \n", " 433\n", @@ -1189,9 +1189,9 @@ " lost_or_stolen_phone\n", " \n", " \n", - " 990\n", - " Connection Timed Out\n", - " apple_pay_or_google_pay\n", + " 989\n", + " <p><samp>File not found.<br>Press F1 to continue</samp></p>\n", + " supported_cards_and_currencies\n", " \n", " \n", "\n", @@ -1201,16 +1201,16 @@ " text \\\n", "994 (A AND NOT B) OR (C AND NOT D) OR (B AND NOT C AND D) \n", "999 636C65616E6C616220697320617765736F6D6521 \n", - "989

File not found.
Press F1 to continue

\n", + "81 cancel transaction \n", "433 phone is gone \n", - "990 Connection Timed Out \n", + "989

File not found.
Press F1 to continue

\n", "\n", " label \n", "994 change_pin \n", "999 cancel_transfer \n", - "989 supported_cards_and_currencies \n", + "81 cancel_transfer \n", "433 lost_or_stolen_phone \n", - "990 apple_pay_or_google_pay " + "989 supported_cards_and_currencies " ] }, "execution_count": 16, @@ -1246,10 +1246,10 @@ "execution_count": 17, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:25:48.119629Z", - "iopub.status.busy": "2023-09-20T19:25:48.119243Z", - "iopub.status.idle": "2023-09-20T19:25:48.129796Z", - "shell.execute_reply": "2023-09-20T19:25:48.129238Z" + "iopub.execute_input": "2023-10-05T23:00:18.140579Z", + "iopub.status.busy": "2023-10-05T23:00:18.140100Z", + "iopub.status.idle": "2023-10-05T23:00:18.150816Z", + "shell.execute_reply": "2023-10-05T23:00:18.150264Z" } }, "outputs": [ @@ -1360,10 +1360,10 @@ "execution_count": 18, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:25:48.132638Z", - "iopub.status.busy": "2023-09-20T19:25:48.132258Z", - "iopub.status.idle": "2023-09-20T19:25:48.138380Z", - "shell.execute_reply": "2023-09-20T19:25:48.137823Z" + "iopub.execute_input": "2023-10-05T23:00:18.153694Z", + "iopub.status.busy": "2023-10-05T23:00:18.153097Z", + "iopub.status.idle": "2023-10-05T23:00:18.159484Z", + "shell.execute_reply": "2023-10-05T23:00:18.158911Z" } }, "outputs": [ @@ -1431,10 +1431,10 @@ "execution_count": 19, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:25:48.141137Z", - "iopub.status.busy": "2023-09-20T19:25:48.140756Z", - "iopub.status.idle": "2023-09-20T19:25:48.146799Z", - "shell.execute_reply": "2023-09-20T19:25:48.146224Z" + "iopub.execute_input": "2023-10-05T23:00:18.162342Z", + "iopub.status.busy": "2023-10-05T23:00:18.161893Z", + "iopub.status.idle": "2023-10-05T23:00:18.168188Z", + "shell.execute_reply": "2023-10-05T23:00:18.167635Z" } }, "outputs": [ @@ -1512,10 +1512,10 @@ "execution_count": 20, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:25:48.149664Z", - "iopub.status.busy": "2023-09-20T19:25:48.149288Z", - 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"iopub.execute_input": "2023-09-20T19:25:53.181364Z", - "iopub.status.busy": "2023-09-20T19:25:53.180866Z", - "iopub.status.idle": "2023-09-20T19:25:54.398046Z", - "shell.execute_reply": "2023-09-20T19:25:54.397246Z" + "iopub.execute_input": "2023-10-05T23:00:23.906073Z", + "iopub.status.busy": "2023-10-05T23:00:23.905610Z", + "iopub.status.idle": "2023-10-05T23:00:25.117697Z", + "shell.execute_reply": "2023-10-05T23:00:25.116940Z" }, "nbsphinx": "hidden" }, @@ -83,7 +83,7 @@ "dependencies = [\"cleanlab\", \"requests\"]\n", "\n", "if \"google.colab\" in str(get_ipython()): # Check if it's running in Google Colab\n", - " %pip install git+https://github.com/cleanlab/cleanlab.git@6d45971cf83ccc85ac31d2591c54ce6b52a27281\n", + " %pip install git+https://github.com/cleanlab/cleanlab.git@ffbddc3a9e4600852d7a9efeace6fb2b916f585e\n", " cmd = ' '.join([dep for dep in dependencies if dep != \"cleanlab\"])\n", " %pip install $cmd\n", "else:\n", @@ -108,10 +108,10 @@ "execution_count": 2, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:25:54.402484Z", - "iopub.status.busy": "2023-09-20T19:25:54.401800Z", - "iopub.status.idle": "2023-09-20T19:25:54.406659Z", - "shell.execute_reply": "2023-09-20T19:25:54.406049Z" + "iopub.execute_input": "2023-10-05T23:00:25.122096Z", + "iopub.status.busy": "2023-10-05T23:00:25.121529Z", + "iopub.status.idle": "2023-10-05T23:00:25.126423Z", + "shell.execute_reply": "2023-10-05T23:00:25.125777Z" }, "id": "_UvI80l42iyi" }, @@ -201,10 +201,10 @@ "execution_count": 3, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:25:54.410202Z", - "iopub.status.busy": "2023-09-20T19:25:54.409946Z", - "iopub.status.idle": "2023-09-20T19:25:54.459038Z", - "shell.execute_reply": "2023-09-20T19:25:54.458221Z" + "iopub.execute_input": "2023-10-05T23:00:25.130113Z", + "iopub.status.busy": "2023-10-05T23:00:25.129729Z", + "iopub.status.idle": "2023-10-05T23:00:25.178375Z", + "shell.execute_reply": "2023-10-05T23:00:25.177653Z" }, "nbsphinx": "hidden" }, @@ -301,10 +301,10 @@ "execution_count": 4, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:25:54.462983Z", - "iopub.status.busy": "2023-09-20T19:25:54.462400Z", - "iopub.status.idle": "2023-09-20T19:26:25.041388Z", - "shell.execute_reply": "2023-09-20T19:26:25.040685Z" + "iopub.execute_input": "2023-10-05T23:00:25.182124Z", + "iopub.status.busy": "2023-10-05T23:00:25.181491Z", + "iopub.status.idle": "2023-10-05T23:00:42.892482Z", + "shell.execute_reply": "2023-10-05T23:00:42.891748Z" }, "id": "dhTHOg8Pyv5G" }, diff --git a/master/.doctrees/nbsphinx/tutorials/faq.ipynb b/master/.doctrees/nbsphinx/tutorials/faq.ipynb index d445d8add..dbe65fc70 100644 --- a/master/.doctrees/nbsphinx/tutorials/faq.ipynb +++ b/master/.doctrees/nbsphinx/tutorials/faq.ipynb @@ -18,10 +18,10 @@ "id": "2a4efdde", "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:26:27.441956Z", - "iopub.status.busy": "2023-09-20T19:26:27.441702Z", - "iopub.status.idle": "2023-09-20T19:26:28.660047Z", - "shell.execute_reply": "2023-09-20T19:26:28.659271Z" + "iopub.execute_input": "2023-10-05T23:00:45.202077Z", + "iopub.status.busy": "2023-10-05T23:00:45.201827Z", + "iopub.status.idle": "2023-10-05T23:00:46.415204Z", + "shell.execute_reply": "2023-10-05T23:00:46.414435Z" }, "nbsphinx": "hidden" }, @@ -97,10 +97,10 @@ "id": "239d5ee7", "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:26:28.663829Z", - "iopub.status.busy": "2023-09-20T19:26:28.663259Z", - "iopub.status.idle": "2023-09-20T19:26:28.668696Z", - "shell.execute_reply": "2023-09-20T19:26:28.668082Z" + "iopub.execute_input": "2023-10-05T23:00:46.419198Z", + "iopub.status.busy": "2023-10-05T23:00:46.418636Z", + "iopub.status.idle": "2023-10-05T23:00:46.423655Z", + "shell.execute_reply": "2023-10-05T23:00:46.422986Z" } }, "outputs": [], @@ -136,10 +136,10 @@ "id": "28b324aa", "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:26:28.671625Z", - "iopub.status.busy": "2023-09-20T19:26:28.671381Z", - "iopub.status.idle": "2023-09-20T19:26:31.303892Z", - "shell.execute_reply": "2023-09-20T19:26:31.302751Z" + "iopub.execute_input": "2023-10-05T23:00:46.426626Z", + "iopub.status.busy": "2023-10-05T23:00:46.426250Z", + "iopub.status.idle": "2023-10-05T23:00:49.050376Z", + "shell.execute_reply": "2023-10-05T23:00:49.049182Z" } }, "outputs": [], @@ -162,10 +162,10 @@ "id": "28b324ab", "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:26:31.308786Z", - "iopub.status.busy": "2023-09-20T19:26:31.307550Z", - "iopub.status.idle": "2023-09-20T19:26:31.350887Z", - "shell.execute_reply": "2023-09-20T19:26:31.349950Z" + "iopub.execute_input": "2023-10-05T23:00:49.055153Z", + "iopub.status.busy": "2023-10-05T23:00:49.054166Z", + "iopub.status.idle": "2023-10-05T23:00:49.101241Z", + "shell.execute_reply": "2023-10-05T23:00:49.100295Z" } }, "outputs": [], @@ -188,10 +188,10 @@ "id": "90c10e18", "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:26:31.355186Z", - "iopub.status.busy": "2023-09-20T19:26:31.354730Z", - "iopub.status.idle": "2023-09-20T19:26:31.404668Z", - "shell.execute_reply": "2023-09-20T19:26:31.403735Z" + "iopub.execute_input": "2023-10-05T23:00:49.105477Z", + "iopub.status.busy": "2023-10-05T23:00:49.104815Z", + "iopub.status.idle": "2023-10-05T23:00:49.144119Z", + "shell.execute_reply": "2023-10-05T23:00:49.143157Z" } }, "outputs": [], @@ -213,10 +213,10 @@ "id": "88839519", "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:26:31.409004Z", - "iopub.status.busy": "2023-09-20T19:26:31.408486Z", - "iopub.status.idle": "2023-09-20T19:26:31.413389Z", - "shell.execute_reply": "2023-09-20T19:26:31.412780Z" + "iopub.execute_input": "2023-10-05T23:00:49.148408Z", + "iopub.status.busy": "2023-10-05T23:00:49.147816Z", + "iopub.status.idle": "2023-10-05T23:00:49.153093Z", + "shell.execute_reply": "2023-10-05T23:00:49.152438Z" } }, "outputs": [], @@ -238,10 +238,10 @@ "id": "558490c2", "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:26:31.416412Z", - "iopub.status.busy": "2023-09-20T19:26:31.415974Z", - "iopub.status.idle": "2023-09-20T19:26:31.419211Z", - "shell.execute_reply": "2023-09-20T19:26:31.418517Z" + "iopub.execute_input": "2023-10-05T23:00:49.156835Z", + "iopub.status.busy": "2023-10-05T23:00:49.156194Z", + "iopub.status.idle": "2023-10-05T23:00:49.159636Z", + "shell.execute_reply": "2023-10-05T23:00:49.158957Z" } }, "outputs": [], @@ -298,10 +298,10 @@ "id": "41714b51", "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:26:31.422266Z", - "iopub.status.busy": "2023-09-20T19:26:31.421902Z", - "iopub.status.idle": "2023-09-20T19:26:31.456613Z", - "shell.execute_reply": "2023-09-20T19:26:31.456023Z" + "iopub.execute_input": "2023-10-05T23:00:49.162848Z", + "iopub.status.busy": "2023-10-05T23:00:49.162467Z", + "iopub.status.idle": "2023-10-05T23:00:49.199257Z", + "shell.execute_reply": "2023-10-05T23:00:49.198675Z" } }, "outputs": [ @@ -315,7 +315,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "3ed65ddc206c4d7d80d357a8bccb114f", + "model_id": "c063f49cf89e4608b127fd29676b6c61", "version_major": 2, "version_minor": 0 }, @@ -329,7 +329,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "97fdd4f6cb274f7bac22898b9b4ba144", + "model_id": "b9f866c8a7b14789b12e7fa60cbaceda", "version_major": 2, "version_minor": 0 }, @@ -375,10 +375,10 @@ "id": "20476c70", "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:26:31.463238Z", - 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"iopub.execute_input": "2023-09-20T19:26:43.393622Z", - "iopub.status.busy": "2023-09-20T19:26:43.393099Z", - "iopub.status.idle": "2023-09-20T19:27:00.813424Z", - "shell.execute_reply": "2023-09-20T19:27:00.812808Z" + "iopub.execute_input": "2023-10-05T23:01:01.354744Z", + "iopub.status.busy": "2023-10-05T23:01:01.354191Z", + "iopub.status.idle": "2023-10-05T23:01:16.625447Z", + "shell.execute_reply": "2023-10-05T23:01:16.624693Z" } }, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "241c71de85324389903dfcaf86a61bf6", + "model_id": "653d0c643f21417cb69a809fa60f2fb5", "version_major": 2, "version_minor": 0 }, @@ -176,7 +176,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "2b6cf920b5294975b63d11de297e20b5", + "model_id": "e53c8dbdb187409bb2de5722af70a661", "version_major": 2, "version_minor": 0 }, @@ -190,7 +190,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "7eb0f49f8cdb46f191f8ba89a7010f65", + "model_id": "a05c212538204b65a1ec2307a5ef59fb", "version_major": 2, "version_minor": 0 }, @@ -211,7 +211,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "0c1a8b90547545cbb3088aa374a16bc6", + "model_id": "d1e4c96805964d498d62c7a66e520c53", "version_major": 2, "version_minor": 0 }, @@ -225,7 +225,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "c5616aac65f140e599a7d377cc09577d", + "model_id": "c3e42eb07a874e8da3fb45bd2f68a2a0", "version_major": 2, "version_minor": 0 }, @@ -239,7 +239,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "f81597391bf949439d109c374befb0d5", + "model_id": "69afa7050f3d4703999adaba9403aa95", "version_major": 2, "version_minor": 0 }, @@ -253,7 +253,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "9524d2a477aa45788f36a168bdb47c3e", + "model_id": "93c7598944784e1d962ab6b088dc70e3", "version_major": 2, "version_minor": 0 }, @@ -267,7 +267,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "7dad591845114863bbd287a812f623ad", + "model_id": "c959735567f344ebbcaec3547ad6146d", "version_major": 2, "version_minor": 0 }, @@ -281,7 +281,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "a97e2d16508b4c1c96a221bc30754810", + "model_id": "473c942b07234f37b1e3359c7c67018e", "version_major": 2, "version_minor": 0 }, @@ -295,7 +295,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "be78f9f3c32748078cfde9882b18308d", + "model_id": "4d64bad1470c4060b2c8dc71870eb4eb", "version_major": 2, "version_minor": 0 }, @@ -309,7 +309,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "d022852e52d144d0a725e4b173f44b22", + "model_id": "4546109d62044d42a3e0b67854d5a437", "version_major": 2, "version_minor": 0 }, @@ -358,10 +358,10 @@ "execution_count": 4, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:27:00.816379Z", - "iopub.status.busy": "2023-09-20T19:27:00.815975Z", - "iopub.status.idle": "2023-09-20T19:27:00.820369Z", - "shell.execute_reply": "2023-09-20T19:27:00.819798Z" + "iopub.execute_input": "2023-10-05T23:01:16.629158Z", + "iopub.status.busy": "2023-10-05T23:01:16.628508Z", + "iopub.status.idle": "2023-10-05T23:01:16.635596Z", + "shell.execute_reply": "2023-10-05T23:01:16.634702Z" } }, "outputs": [ @@ -386,17 +386,17 @@ "execution_count": 5, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:27:00.823146Z", - "iopub.status.busy": "2023-09-20T19:27:00.822691Z", - "iopub.status.idle": "2023-09-20T19:27:19.024924Z", - "shell.execute_reply": "2023-09-20T19:27:19.024136Z" + "iopub.execute_input": "2023-10-05T23:01:16.639179Z", + "iopub.status.busy": "2023-10-05T23:01:16.638565Z", + "iopub.status.idle": "2023-10-05T23:01:34.765033Z", + "shell.execute_reply": "2023-10-05T23:01:34.764247Z" } }, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "73cc3bda36764c37b32d467535a1a860", + "model_id": "195a4de425144296831e6427561f4cfd", "version_major": 2, "version_minor": 0 }, @@ -434,10 +434,10 @@ "execution_count": 6, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:27:19.028689Z", - "iopub.status.busy": "2023-09-20T19:27:19.028186Z", - "iopub.status.idle": "2023-09-20T19:27:48.927631Z", - "shell.execute_reply": "2023-09-20T19:27:48.926829Z" + "iopub.execute_input": "2023-10-05T23:01:34.769454Z", + "iopub.status.busy": "2023-10-05T23:01:34.768930Z", + "iopub.status.idle": "2023-10-05T23:02:04.918230Z", + "shell.execute_reply": "2023-10-05T23:02:04.917426Z" } }, "outputs": [], @@ -470,10 +470,10 @@ "execution_count": 7, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:27:48.931368Z", - "iopub.status.busy": "2023-09-20T19:27:48.931097Z", - "iopub.status.idle": "2023-09-20T19:27:48.936889Z", - "shell.execute_reply": "2023-09-20T19:27:48.936343Z" + "iopub.execute_input": "2023-10-05T23:02:04.922262Z", + "iopub.status.busy": "2023-10-05T23:02:04.921641Z", + "iopub.status.idle": "2023-10-05T23:02:04.928943Z", + "shell.execute_reply": "2023-10-05T23:02:04.928323Z" } }, "outputs": [], @@ -511,10 +511,10 @@ "execution_count": 8, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:27:48.939691Z", - "iopub.status.busy": "2023-09-20T19:27:48.939318Z", - "iopub.status.idle": "2023-09-20T19:27:48.943714Z", - "shell.execute_reply": "2023-09-20T19:27:48.943103Z" + "iopub.execute_input": "2023-10-05T23:02:04.932210Z", + "iopub.status.busy": "2023-10-05T23:02:04.931605Z", + "iopub.status.idle": "2023-10-05T23:02:04.936472Z", + "shell.execute_reply": "2023-10-05T23:02:04.935876Z" }, "nbsphinx": "hidden" }, @@ -651,10 +651,10 @@ "execution_count": 9, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:27:48.946624Z", - "iopub.status.busy": "2023-09-20T19:27:48.946255Z", - "iopub.status.idle": "2023-09-20T19:27:48.957651Z", - "shell.execute_reply": "2023-09-20T19:27:48.957101Z" + "iopub.execute_input": "2023-10-05T23:02:04.939429Z", + "iopub.status.busy": "2023-10-05T23:02:04.939195Z", + "iopub.status.idle": "2023-10-05T23:02:04.950913Z", + "shell.execute_reply": "2023-10-05T23:02:04.950230Z" }, "nbsphinx": "hidden" }, @@ -779,10 +779,10 @@ "execution_count": 10, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:27:48.960643Z", - "iopub.status.busy": "2023-09-20T19:27:48.960270Z", - "iopub.status.idle": "2023-09-20T19:27:48.998496Z", - "shell.execute_reply": "2023-09-20T19:27:48.997300Z" + "iopub.execute_input": "2023-10-05T23:02:04.953724Z", + "iopub.status.busy": "2023-10-05T23:02:04.953488Z", + "iopub.status.idle": "2023-10-05T23:02:04.992662Z", + "shell.execute_reply": "2023-10-05T23:02:04.991388Z" } }, "outputs": [], @@ -819,10 +819,10 @@ "execution_count": 11, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:27:49.002094Z", - "iopub.status.busy": "2023-09-20T19:27:49.001708Z", - "iopub.status.idle": "2023-09-20T19:28:29.135803Z", - "shell.execute_reply": "2023-09-20T19:28:29.134752Z" + "iopub.execute_input": "2023-10-05T23:02:04.995910Z", + "iopub.status.busy": "2023-10-05T23:02:04.995305Z", + "iopub.status.idle": "2023-10-05T23:02:45.072549Z", + "shell.execute_reply": "2023-10-05T23:02:45.071684Z" } }, "outputs": [ @@ -838,14 +838,14 @@ "name": "stdout", "output_type": "stream", "text": [ - "epoch: 1 loss: 0.483 test acc: 86.775 time_taken: 5.933\n" + "epoch: 1 loss: 0.483 test acc: 86.775 time_taken: 6.014\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "epoch: 2 loss: 0.329 test acc: 88.215 time_taken: 5.563\n", + "epoch: 2 loss: 0.329 test acc: 88.215 time_taken: 5.651\n", "Computing feature embeddings ...\n" ] }, @@ -862,7 +862,7 @@ "output_type": "stream", "text": [ "\r", - " 2%|▎ | 1/40 [00:00<00:04, 9.19it/s]" + " 2%|▎ | 1/40 [00:00<00:04, 8.92it/s]" ] }, { @@ -870,7 +870,7 @@ "output_type": "stream", "text": [ "\r", - " 15%|█▌ | 6/40 [00:00<00:01, 31.52it/s]" + " 15%|█▌ | 6/40 [00:00<00:01, 31.13it/s]" ] }, { @@ -878,7 +878,7 @@ "output_type": "stream", "text": [ "\r", - " 30%|███ | 12/40 [00:00<00:00, 41.23it/s]" + " 30%|███ | 12/40 [00:00<00:00, 41.27it/s]" ] }, { @@ -886,7 +886,7 @@ "output_type": "stream", "text": [ "\r", - " 45%|████▌ | 18/40 [00:00<00:00, 45.15it/s]" + " 45%|████▌ | 18/40 [00:00<00:00, 46.33it/s]" ] }, { @@ -894,7 +894,7 @@ "output_type": "stream", "text": [ "\r", - " 60%|██████ | 24/40 [00:00<00:00, 47.82it/s]" + " 60%|██████ | 24/40 [00:00<00:00, 48.53it/s]" ] }, { @@ -902,7 +902,7 @@ "output_type": "stream", "text": [ "\r", - " 75%|███████▌ | 30/40 [00:00<00:00, 49.83it/s]" + " 75%|███████▌ | 30/40 [00:00<00:00, 50.24it/s]" ] }, { @@ -910,7 +910,7 @@ "output_type": "stream", "text": [ "\r", - " 88%|████████▊ | 35/40 [00:00<00:00, 48.08it/s]" + " 90%|█████████ | 36/40 [00:00<00:00, 51.32it/s]" ] }, { @@ -918,7 +918,7 @@ "output_type": "stream", "text": [ "\r", - "100%|██████████| 40/40 [00:00<00:00, 46.00it/s]" + "100%|██████████| 40/40 [00:00<00:00, 47.35it/s]" ] }, { @@ -948,7 +948,7 @@ "output_type": "stream", "text": [ "\r", - " 2%|▎ | 1/40 [00:00<00:04, 8.23it/s]" + " 2%|▎ | 1/40 [00:00<00:04, 8.24it/s]" ] }, { @@ -956,7 +956,7 @@ "output_type": "stream", "text": [ "\r", - " 15%|█▌ | 6/40 [00:00<00:01, 28.95it/s]" + " 18%|█▊ | 7/40 [00:00<00:00, 33.88it/s]" ] }, { @@ -964,7 +964,7 @@ "output_type": "stream", "text": [ "\r", - " 30%|███ | 12/40 [00:00<00:00, 38.79it/s]" + " 32%|███▎ | 13/40 [00:00<00:00, 42.41it/s]" ] }, { @@ -972,7 +972,7 @@ "output_type": "stream", "text": [ "\r", - " 45%|████▌ | 18/40 [00:00<00:00, 43.40it/s]" + " 48%|████▊ | 19/40 [00:00<00:00, 46.62it/s]" ] }, { @@ -980,7 +980,7 @@ "output_type": "stream", "text": [ "\r", - " 60%|██████ | 24/40 [00:00<00:00, 45.82it/s]" + " 62%|██████▎ | 25/40 [00:00<00:00, 49.54it/s]" ] }, { @@ -988,7 +988,7 @@ "output_type": "stream", "text": [ "\r", - " 75%|███████▌ | 30/40 [00:00<00:00, 48.08it/s]" + " 78%|███████▊ | 31/40 [00:00<00:00, 51.61it/s]" ] }, { @@ -996,7 +996,7 @@ "output_type": "stream", "text": [ "\r", - " 90%|█████████ | 36/40 [00:00<00:00, 49.78it/s]" + " 95%|█████████▌| 38/40 [00:00<00:00, 55.09it/s]" ] }, { @@ -1004,7 +1004,7 @@ "output_type": "stream", "text": [ "\r", - "100%|██████████| 40/40 [00:00<00:00, 45.21it/s]" + "100%|██████████| 40/40 [00:00<00:00, 48.32it/s]" ] }, { @@ -1026,14 +1026,14 @@ "name": "stdout", "output_type": "stream", "text": [ - "epoch: 1 loss: 0.492 test acc: 87.095 time_taken: 6.003\n" + "epoch: 1 loss: 0.492 test acc: 87.095 time_taken: 5.905\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "epoch: 2 loss: 0.329 test acc: 88.415 time_taken: 5.636\n", + "epoch: 2 loss: 0.329 test acc: 88.415 time_taken: 5.539\n", "Computing feature embeddings ...\n" ] }, @@ -1050,7 +1050,7 @@ "output_type": "stream", "text": [ "\r", - " 2%|▎ | 1/40 [00:00<00:04, 9.71it/s]" + " 2%|▎ | 1/40 [00:00<00:04, 9.08it/s]" ] }, { @@ -1058,7 +1058,7 @@ "output_type": "stream", "text": [ "\r", - " 15%|█▌ | 6/40 [00:00<00:01, 31.86it/s]" + " 12%|█▎ | 5/40 [00:00<00:01, 25.32it/s]" ] }, { @@ -1066,7 +1066,7 @@ "output_type": "stream", "text": [ "\r", - " 30%|███ | 12/40 [00:00<00:00, 41.78it/s]" + " 28%|██▊ | 11/40 [00:00<00:00, 38.01it/s]" ] }, { @@ -1074,7 +1074,7 @@ "output_type": "stream", "text": [ "\r", - " 45%|████▌ | 18/40 [00:00<00:00, 45.57it/s]" + " 42%|████▎ | 17/40 [00:00<00:00, 43.60it/s]" ] }, { @@ -1082,7 +1082,7 @@ "output_type": "stream", "text": [ "\r", - " 60%|██████ | 24/40 [00:00<00:00, 48.03it/s]" + " 57%|█████▊ | 23/40 [00:00<00:00, 46.64it/s]" ] }, { @@ -1090,7 +1090,7 @@ "output_type": "stream", "text": [ "\r", - " 75%|███████▌ | 30/40 [00:00<00:00, 49.17it/s]" + " 72%|███████▎ | 29/40 [00:00<00:00, 49.12it/s]" ] }, { @@ -1098,7 +1098,7 @@ "output_type": "stream", "text": [ "\r", - " 90%|█████████ | 36/40 [00:00<00:00, 50.60it/s]" + " 88%|████████▊ | 35/40 [00:00<00:00, 50.10it/s]" ] }, { @@ -1106,7 +1106,7 @@ "output_type": "stream", "text": [ "\r", - "100%|██████████| 40/40 [00:00<00:00, 47.02it/s]" + "100%|██████████| 40/40 [00:00<00:00, 46.00it/s]" ] }, { @@ -1136,7 +1136,7 @@ "output_type": "stream", "text": [ "\r", - " 2%|▎ | 1/40 [00:00<00:05, 7.52it/s]" + " 2%|▎ | 1/40 [00:00<00:04, 9.44it/s]" ] }, { @@ -1144,7 +1144,7 @@ "output_type": "stream", "text": [ "\r", - " 15%|█▌ | 6/40 [00:00<00:01, 29.16it/s]" + " 18%|█▊ | 7/40 [00:00<00:00, 34.04it/s]" ] }, { @@ -1152,7 +1152,7 @@ "output_type": "stream", "text": [ "\r", - " 25%|██▌ | 10/40 [00:00<00:00, 32.89it/s]" + " 30%|███ | 12/40 [00:00<00:00, 40.39it/s]" ] }, { @@ -1160,7 +1160,7 @@ "output_type": "stream", "text": [ "\r", - " 38%|███▊ | 15/40 [00:00<00:00, 39.20it/s]" + " 42%|████▎ | 17/40 [00:00<00:00, 40.93it/s]" ] }, { @@ -1168,7 +1168,7 @@ "output_type": "stream", "text": [ "\r", - " 50%|█████ | 20/40 [00:00<00:00, 42.57it/s]" + " 57%|█████▊ | 23/40 [00:00<00:00, 45.59it/s]" ] }, { @@ -1176,7 +1176,7 @@ "output_type": "stream", "text": [ "\r", - " 62%|██████▎ | 25/40 [00:00<00:00, 44.55it/s]" + " 72%|███████▎ | 29/40 [00:00<00:00, 47.56it/s]" ] }, { @@ -1184,7 +1184,7 @@ "output_type": "stream", "text": [ "\r", - " 78%|███████▊ | 31/40 [00:00<00:00, 47.55it/s]" + " 85%|████████▌ | 34/40 [00:00<00:00, 47.93it/s]" ] }, { @@ -1192,15 +1192,14 @@ "output_type": "stream", "text": [ "\r", - " 92%|█████████▎| 37/40 [00:00<00:00, 49.55it/s]" + "100%|██████████| 40/40 [00:00<00:00, 45.53it/s]" ] }, { "name": "stderr", "output_type": "stream", "text": [ - "\r", - "100%|██████████| 40/40 [00:00<00:00, 43.19it/s]" + "\n" ] }, { @@ -1211,25 +1210,18 @@ "Training on fold: 3 ...\n" ] }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "\n" - ] - }, { "name": "stdout", "output_type": "stream", "text": [ - "epoch: 1 loss: 0.476 test acc: 86.415 time_taken: 5.965\n" + "epoch: 1 loss: 0.476 test acc: 86.415 time_taken: 6.174\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "epoch: 2 loss: 0.327 test acc: 86.755 time_taken: 5.722\n", + "epoch: 2 loss: 0.327 test acc: 86.755 time_taken: 5.619\n", "Computing feature embeddings ...\n" ] }, @@ -1246,15 +1238,7 @@ "output_type": "stream", "text": [ "\r", - " 2%|▎ | 1/40 [00:00<00:04, 8.87it/s]" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "\r", - " 15%|█▌ | 6/40 [00:00<00:01, 30.45it/s]" + " 2%|▎ | 1/40 [00:00<00:04, 8.21it/s]" ] }, { @@ -1262,7 +1246,7 @@ "output_type": "stream", "text": [ "\r", - " 30%|███ | 12/40 [00:00<00:00, 40.18it/s]" + " 15%|█▌ | 6/40 [00:00<00:01, 30.74it/s]" ] }, { @@ -1270,7 +1254,7 @@ "output_type": "stream", "text": [ "\r", - " 45%|████▌ | 18/40 [00:00<00:00, 45.54it/s]" + " 30%|███ | 12/40 [00:00<00:00, 41.72it/s]" ] }, { @@ -1278,7 +1262,7 @@ "output_type": "stream", "text": [ "\r", - " 57%|█████▊ | 23/40 [00:00<00:00, 46.46it/s]" + " 45%|████▌ | 18/40 [00:00<00:00, 46.85it/s]" ] }, { @@ -1286,7 +1270,7 @@ "output_type": "stream", "text": [ "\r", - " 70%|███████ | 28/40 [00:00<00:00, 47.52it/s]" + " 60%|██████ | 24/40 [00:00<00:00, 49.64it/s]" ] }, { @@ -1294,7 +1278,7 @@ "output_type": "stream", "text": [ "\r", - " 85%|████████▌ | 34/40 [00:00<00:00, 48.90it/s]" + " 75%|███████▌ | 30/40 [00:00<00:00, 51.16it/s]" ] }, { @@ -1302,7 +1286,7 @@ "output_type": "stream", "text": [ "\r", - "100%|██████████| 40/40 [00:00<00:00, 51.75it/s]" + " 90%|█████████ | 36/40 [00:00<00:00, 52.27it/s]" ] }, { @@ -1310,7 +1294,7 @@ "output_type": "stream", "text": [ "\r", - "100%|██████████| 40/40 [00:00<00:00, 44.83it/s]" + "100%|██████████| 40/40 [00:00<00:00, 48.05it/s]" ] }, { @@ -1340,7 +1324,7 @@ "output_type": "stream", "text": [ "\r", - " 2%|▎ | 1/40 [00:00<00:04, 9.59it/s]" + " 2%|▎ | 1/40 [00:00<00:03, 9.97it/s]" ] }, { @@ -1348,7 +1332,7 @@ "output_type": "stream", "text": [ "\r", - " 18%|█▊ | 7/40 [00:00<00:00, 35.49it/s]" + " 15%|█▌ | 6/40 [00:00<00:01, 33.16it/s]" ] }, { @@ -1356,7 +1340,7 @@ "output_type": "stream", "text": [ "\r", - " 32%|███▎ | 13/40 [00:00<00:00, 43.46it/s]" + " 25%|██▌ | 10/40 [00:00<00:00, 35.92it/s]" ] }, { @@ -1364,7 +1348,7 @@ "output_type": "stream", "text": [ "\r", - " 48%|████▊ | 19/40 [00:00<00:00, 47.61it/s]" + " 40%|████ | 16/40 [00:00<00:00, 43.19it/s]" ] }, { @@ -1372,7 +1356,7 @@ "output_type": "stream", "text": [ "\r", - " 62%|██████▎ | 25/40 [00:00<00:00, 50.07it/s]" + " 55%|█████▌ | 22/40 [00:00<00:00, 46.32it/s]" ] }, { @@ -1380,7 +1364,7 @@ "output_type": "stream", "text": [ "\r", - " 78%|███████▊ | 31/40 [00:00<00:00, 50.45it/s]" + " 70%|███████ | 28/40 [00:00<00:00, 47.91it/s]" ] }, { @@ -1388,7 +1372,7 @@ "output_type": "stream", "text": [ "\r", - " 92%|█████████▎| 37/40 [00:00<00:00, 53.25it/s]" + " 85%|████████▌ | 34/40 [00:00<00:00, 50.16it/s]" ] }, { @@ -1396,7 +1380,7 @@ "output_type": "stream", "text": [ "\r", - "100%|██████████| 40/40 [00:00<00:00, 48.60it/s]" + "100%|██████████| 40/40 [00:00<00:00, 46.82it/s]" ] }, { @@ -1473,10 +1457,10 @@ "execution_count": 12, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:28:29.139242Z", - "iopub.status.busy": "2023-09-20T19:28:29.138708Z", - "iopub.status.idle": "2023-09-20T19:28:29.159154Z", - "shell.execute_reply": "2023-09-20T19:28:29.158477Z" + "iopub.execute_input": "2023-10-05T23:02:45.076097Z", + "iopub.status.busy": "2023-10-05T23:02:45.075804Z", + "iopub.status.idle": "2023-10-05T23:02:45.094429Z", + "shell.execute_reply": "2023-10-05T23:02:45.093723Z" } }, "outputs": [], @@ -1501,10 +1485,10 @@ "execution_count": 13, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:28:29.162613Z", - "iopub.status.busy": "2023-09-20T19:28:29.162121Z", - "iopub.status.idle": "2023-09-20T19:28:29.840503Z", - "shell.execute_reply": "2023-09-20T19:28:29.839710Z" + "iopub.execute_input": "2023-10-05T23:02:45.097943Z", + "iopub.status.busy": "2023-10-05T23:02:45.097350Z", + "iopub.status.idle": "2023-10-05T23:02:45.766213Z", + "shell.execute_reply": "2023-10-05T23:02:45.765429Z" } }, "outputs": [], @@ -1524,10 +1508,10 @@ "execution_count": 14, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:28:29.844004Z", - "iopub.status.busy": "2023-09-20T19:28:29.843721Z", - "iopub.status.idle": "2023-09-20T19:32:17.401065Z", - "shell.execute_reply": "2023-09-20T19:32:17.399523Z" + "iopub.execute_input": "2023-10-05T23:02:45.770555Z", + "iopub.status.busy": "2023-10-05T23:02:45.769986Z", + "iopub.status.idle": "2023-10-05T23:06:33.582971Z", + "shell.execute_reply": "2023-10-05T23:06:33.581977Z" } }, "outputs": [ @@ -1564,7 +1548,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "dbe713b28b8c4a1ea4ad232546d9a4c1", + "model_id": "d8661e07f9294c0cb4d3ec7e16b40099", "version_major": 2, "version_minor": 0 }, @@ -1603,10 +1587,10 @@ "execution_count": 15, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:32:17.405628Z", - "iopub.status.busy": "2023-09-20T19:32:17.404505Z", - "iopub.status.idle": "2023-09-20T19:32:17.954826Z", - "shell.execute_reply": "2023-09-20T19:32:17.954113Z" + "iopub.execute_input": "2023-10-05T23:06:33.587507Z", + "iopub.status.busy": "2023-10-05T23:06:33.586268Z", + "iopub.status.idle": "2023-10-05T23:06:34.149099Z", + "shell.execute_reply": "2023-10-05T23:06:34.148380Z" } }, "outputs": [ @@ -1778,10 +1762,10 @@ "execution_count": 16, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:32:17.958253Z", - "iopub.status.busy": "2023-09-20T19:32:17.957935Z", - "iopub.status.idle": "2023-09-20T19:32:18.015467Z", - "shell.execute_reply": "2023-09-20T19:32:18.014817Z" + "iopub.execute_input": "2023-10-05T23:06:34.152464Z", + "iopub.status.busy": "2023-10-05T23:06:34.152150Z", + "iopub.status.idle": "2023-10-05T23:06:34.209637Z", + "shell.execute_reply": "2023-10-05T23:06:34.208987Z" } }, "outputs": [ @@ -1885,10 +1869,10 @@ "execution_count": 17, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:32:18.018922Z", - "iopub.status.busy": "2023-09-20T19:32:18.018495Z", - "iopub.status.idle": "2023-09-20T19:32:18.030281Z", - "shell.execute_reply": "2023-09-20T19:32:18.029534Z" + "iopub.execute_input": "2023-10-05T23:06:34.212819Z", + "iopub.status.busy": "2023-10-05T23:06:34.212392Z", + "iopub.status.idle": "2023-10-05T23:06:34.223403Z", + "shell.execute_reply": "2023-10-05T23:06:34.222712Z" } }, "outputs": [ @@ -2018,10 +2002,10 @@ "execution_count": 18, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:32:18.033419Z", - "iopub.status.busy": "2023-09-20T19:32:18.033016Z", - "iopub.status.idle": "2023-09-20T19:32:18.039026Z", - "shell.execute_reply": "2023-09-20T19:32:18.038336Z" + "iopub.execute_input": "2023-10-05T23:06:34.226638Z", + "iopub.status.busy": "2023-10-05T23:06:34.226077Z", + "iopub.status.idle": "2023-10-05T23:06:34.231958Z", + "shell.execute_reply": "2023-10-05T23:06:34.231270Z" }, "nbsphinx": "hidden" }, @@ -2067,10 +2051,10 @@ "execution_count": 19, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:32:18.042121Z", - "iopub.status.busy": "2023-09-20T19:32:18.041671Z", - "iopub.status.idle": "2023-09-20T19:32:18.871218Z", - "shell.execute_reply": "2023-09-20T19:32:18.870568Z" + "iopub.execute_input": "2023-10-05T23:06:34.235231Z", + "iopub.status.busy": "2023-10-05T23:06:34.234610Z", + "iopub.status.idle": "2023-10-05T23:06:35.099484Z", + "shell.execute_reply": "2023-10-05T23:06:35.098835Z" } }, "outputs": [ @@ -2105,10 +2089,10 @@ "execution_count": 20, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:32:18.874994Z", - "iopub.status.busy": "2023-09-20T19:32:18.874361Z", - "iopub.status.idle": "2023-09-20T19:32:18.885475Z", - "shell.execute_reply": "2023-09-20T19:32:18.884736Z" + "iopub.execute_input": "2023-10-05T23:06:35.102596Z", + "iopub.status.busy": "2023-10-05T23:06:35.102334Z", + "iopub.status.idle": "2023-10-05T23:06:35.112795Z", + "shell.execute_reply": "2023-10-05T23:06:35.112241Z" } }, "outputs": [ @@ -2275,10 +2259,10 @@ "execution_count": 21, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:32:18.888991Z", - "iopub.status.busy": "2023-09-20T19:32:18.888575Z", - "iopub.status.idle": "2023-09-20T19:32:18.898524Z", - "shell.execute_reply": "2023-09-20T19:32:18.897822Z" + "iopub.execute_input": "2023-10-05T23:06:35.115841Z", + "iopub.status.busy": "2023-10-05T23:06:35.115378Z", + "iopub.status.idle": "2023-10-05T23:06:35.124943Z", + "shell.execute_reply": "2023-10-05T23:06:35.124252Z" }, "nbsphinx": "hidden" }, @@ -2354,10 +2338,10 @@ "execution_count": 22, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:32:18.901548Z", - "iopub.status.busy": "2023-09-20T19:32:18.901160Z", - "iopub.status.idle": "2023-09-20T19:32:19.477521Z", - "shell.execute_reply": "2023-09-20T19:32:19.476589Z" + "iopub.execute_input": "2023-10-05T23:06:35.128050Z", + "iopub.status.busy": "2023-10-05T23:06:35.127598Z", + "iopub.status.idle": "2023-10-05T23:06:35.695781Z", + "shell.execute_reply": "2023-10-05T23:06:35.695001Z" } }, "outputs": [ @@ -2394,10 +2378,10 @@ "execution_count": 23, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:32:19.480520Z", - "iopub.status.busy": "2023-09-20T19:32:19.480251Z", - "iopub.status.idle": "2023-09-20T19:32:19.503519Z", - "shell.execute_reply": "2023-09-20T19:32:19.502706Z" + "iopub.execute_input": "2023-10-05T23:06:35.699207Z", + "iopub.status.busy": "2023-10-05T23:06:35.698786Z", + "iopub.status.idle": "2023-10-05T23:06:35.720720Z", + "shell.execute_reply": "2023-10-05T23:06:35.719983Z" } }, "outputs": [ @@ -2554,10 +2538,10 @@ "execution_count": 24, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:32:19.507212Z", - "iopub.status.busy": "2023-09-20T19:32:19.506635Z", - "iopub.status.idle": "2023-09-20T19:32:19.513970Z", - "shell.execute_reply": "2023-09-20T19:32:19.513283Z" + "iopub.execute_input": "2023-10-05T23:06:35.724276Z", + "iopub.status.busy": "2023-10-05T23:06:35.723612Z", + "iopub.status.idle": "2023-10-05T23:06:35.731044Z", + "shell.execute_reply": "2023-10-05T23:06:35.730361Z" }, "nbsphinx": "hidden" }, @@ -2602,10 +2586,10 @@ "execution_count": 25, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:32:19.517131Z", - "iopub.status.busy": "2023-09-20T19:32:19.516588Z", - "iopub.status.idle": "2023-09-20T19:32:19.980181Z", - "shell.execute_reply": "2023-09-20T19:32:19.979540Z" + "iopub.execute_input": "2023-10-05T23:06:35.734139Z", + "iopub.status.busy": "2023-10-05T23:06:35.733681Z", + "iopub.status.idle": "2023-10-05T23:06:36.199233Z", + "shell.execute_reply": "2023-10-05T23:06:36.198595Z" } }, "outputs": [ @@ -2680,10 +2664,10 @@ "execution_count": 26, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:32:19.983551Z", - "iopub.status.busy": "2023-09-20T19:32:19.982793Z", - "iopub.status.idle": "2023-09-20T19:32:19.993659Z", - "shell.execute_reply": "2023-09-20T19:32:19.993106Z" + "iopub.execute_input": "2023-10-05T23:06:36.202599Z", + "iopub.status.busy": "2023-10-05T23:06:36.201884Z", + "iopub.status.idle": "2023-10-05T23:06:36.215771Z", + "shell.execute_reply": "2023-10-05T23:06:36.215190Z" } }, "outputs": [ @@ -2708,47 +2692,47 @@ " \n", " \n", " \n", - " is_dark_issue\n", " dark_score\n", + " is_dark_issue\n", " \n", " \n", " \n", " \n", " 34848\n", - " True\n", " 0.203922\n", + " True\n", " \n", " \n", " 50270\n", - " True\n", " 0.204588\n", + " True\n", " \n", " \n", " 3936\n", - " True\n", " 0.213098\n", + " True\n", " \n", " \n", " 733\n", - " True\n", " 0.217686\n", + " True\n", " \n", " \n", " 8094\n", - " True\n", " 0.230118\n", + " True\n", " \n", " \n", "\n", "" ], "text/plain": [ - " is_dark_issue dark_score\n", - "34848 True 0.203922\n", - "50270 True 0.204588\n", - "3936 True 0.213098\n", - "733 True 0.217686\n", - "8094 True 0.230118" + " dark_score is_dark_issue\n", + "34848 0.203922 True\n", + "50270 0.204588 True\n", + "3936 0.213098 True\n", + "733 0.217686 True\n", + "8094 0.230118 True" ] }, "execution_count": 26, @@ -2811,10 +2795,10 @@ "execution_count": 27, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:32:19.996859Z", - "iopub.status.busy": "2023-09-20T19:32:19.996165Z", - "iopub.status.idle": "2023-09-20T19:32:20.002149Z", - "shell.execute_reply": "2023-09-20T19:32:20.001615Z" + "iopub.execute_input": "2023-10-05T23:06:36.220337Z", + "iopub.status.busy": "2023-10-05T23:06:36.219196Z", + "iopub.status.idle": "2023-10-05T23:06:36.226413Z", + "shell.execute_reply": "2023-10-05T23:06:36.225849Z" }, "nbsphinx": "hidden" }, @@ -2851,10 +2835,10 @@ "execution_count": 28, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:32:20.005082Z", - "iopub.status.busy": "2023-09-20T19:32:20.004440Z", - "iopub.status.idle": "2023-09-20T19:32:20.206473Z", - "shell.execute_reply": "2023-09-20T19:32:20.205840Z" + "iopub.execute_input": "2023-10-05T23:06:36.230703Z", + "iopub.status.busy": "2023-10-05T23:06:36.229541Z", + "iopub.status.idle": "2023-10-05T23:06:36.434744Z", + "shell.execute_reply": "2023-10-05T23:06:36.434079Z" } }, "outputs": [ @@ -2896,10 +2880,10 @@ "execution_count": 29, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:32:20.209803Z", - "iopub.status.busy": "2023-09-20T19:32:20.209371Z", - "iopub.status.idle": "2023-09-20T19:32:20.219654Z", - "shell.execute_reply": "2023-09-20T19:32:20.219075Z" + "iopub.execute_input": "2023-10-05T23:06:36.439589Z", + "iopub.status.busy": "2023-10-05T23:06:36.438421Z", + "iopub.status.idle": "2023-10-05T23:06:36.451199Z", + "shell.execute_reply": "2023-10-05T23:06:36.450610Z" } }, "outputs": [ @@ -2924,47 +2908,47 @@ " \n", " \n", " \n", - " is_low_information_issue\n", " low_information_score\n", + " is_low_information_issue\n", " \n", " \n", " \n", " \n", " 53050\n", - " True\n", " 0.067975\n", + " True\n", " \n", " \n", " 40875\n", - " True\n", " 0.089929\n", + " True\n", " \n", " \n", " 9594\n", - " True\n", " 0.092601\n", + " True\n", " \n", " \n", " 34825\n", - " True\n", " 0.107744\n", + " True\n", " \n", " \n", " 37530\n", - " True\n", " 0.108516\n", + " True\n", " \n", " \n", "\n", "" ], "text/plain": [ - " is_low_information_issue low_information_score\n", - "53050 True 0.067975\n", - "40875 True 0.089929\n", - "9594 True 0.092601\n", - "34825 True 0.107744\n", - "37530 True 0.108516" + " low_information_score is_low_information_issue\n", + "53050 0.067975 True\n", + "40875 0.089929 True\n", + "9594 0.092601 True\n", + "34825 0.107744 True\n", + "37530 0.108516 True" ] }, "execution_count": 29, @@ -2985,10 +2969,10 @@ "execution_count": 30, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:32:20.222535Z", - "iopub.status.busy": "2023-09-20T19:32:20.222067Z", - "iopub.status.idle": "2023-09-20T19:32:20.429407Z", - "shell.execute_reply": "2023-09-20T19:32:20.428595Z" + "iopub.execute_input": "2023-10-05T23:06:36.455689Z", + "iopub.status.busy": "2023-10-05T23:06:36.454534Z", + "iopub.status.idle": "2023-10-05T23:06:36.657520Z", + "shell.execute_reply": "2023-10-05T23:06:36.656883Z" } }, "outputs": [ @@ -3019,10 +3003,10 @@ "execution_count": 31, "metadata": { "execution": { - 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"_view_count": null, - "_view_module": "@jupyter-widgets/controls", - "_view_module_version": "1.5.0", - "_view_name": "HTMLView", - "description": "", - "description_tooltip": null, - "layout": "IPY_MODEL_891314d9004d480fa35a50b3030d58ac", - "placeholder": "​", - "style": "IPY_MODEL_f3d48ecd862849308434ac287894ab93", - "value": "Downloading readme: 100%" - } - }, - "ff97e75fedac4b2ea2ba3835639f3dc6": { + "fe7abc1fbe6545c883bd9a490e8a5a6c": { "model_module": "@jupyter-widgets/base", "model_module_version": "1.2.0", "model_name": "LayoutModel", diff --git a/master/.doctrees/nbsphinx/tutorials/indepth_overview.ipynb b/master/.doctrees/nbsphinx/tutorials/indepth_overview.ipynb index 95c252d05..1eec685b0 100644 --- a/master/.doctrees/nbsphinx/tutorials/indepth_overview.ipynb +++ b/master/.doctrees/nbsphinx/tutorials/indepth_overview.ipynb @@ -53,10 +53,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:32:26.584163Z", - "iopub.status.busy": "2023-09-20T19:32:26.583700Z", - "iopub.status.idle": "2023-09-20T19:32:27.901911Z", - "shell.execute_reply": "2023-09-20T19:32:27.901148Z" + "iopub.execute_input": "2023-10-05T23:06:42.436649Z", + "iopub.status.busy": "2023-10-05T23:06:42.436163Z", + "iopub.status.idle": "2023-10-05T23:06:43.753658Z", + "shell.execute_reply": "2023-10-05T23:06:43.752816Z" }, "nbsphinx": "hidden" }, @@ -68,7 +68,7 @@ "dependencies = [\"cleanlab\", \"matplotlib\", \"datasets\"]\n", "\n", "if \"google.colab\" in str(get_ipython()): # Check if it's running in Google Colab\n", - " %pip install git+https://github.com/cleanlab/cleanlab.git@6d45971cf83ccc85ac31d2591c54ce6b52a27281\n", + " %pip install git+https://github.com/cleanlab/cleanlab.git@ffbddc3a9e4600852d7a9efeace6fb2b916f585e\n", " cmd = ' '.join([dep for dep in dependencies if dep != \"cleanlab\"])\n", " %pip install $cmd\n", "else:\n", @@ -95,10 +95,10 @@ "execution_count": 2, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:32:27.906307Z", - "iopub.status.busy": "2023-09-20T19:32:27.905726Z", - "iopub.status.idle": "2023-09-20T19:32:28.173224Z", - "shell.execute_reply": "2023-09-20T19:32:28.172457Z" + "iopub.execute_input": "2023-10-05T23:06:43.758008Z", + "iopub.status.busy": "2023-10-05T23:06:43.757448Z", + "iopub.status.idle": "2023-10-05T23:06:44.026540Z", + "shell.execute_reply": "2023-10-05T23:06:44.025740Z" }, "id": "avXlHJcXjruP" }, @@ -234,10 +234,10 @@ "execution_count": 3, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:32:28.177613Z", - "iopub.status.busy": "2023-09-20T19:32:28.177178Z", - "iopub.status.idle": "2023-09-20T19:32:28.294556Z", - "shell.execute_reply": "2023-09-20T19:32:28.293799Z" + "iopub.execute_input": "2023-10-05T23:06:44.030600Z", + "iopub.status.busy": "2023-10-05T23:06:44.030327Z", + "iopub.status.idle": "2023-10-05T23:06:44.141299Z", + "shell.execute_reply": "2023-10-05T23:06:44.140601Z" }, "nbsphinx": "hidden" }, @@ -340,10 +340,10 @@ "execution_count": 4, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:32:28.298250Z", - "iopub.status.busy": "2023-09-20T19:32:28.297628Z", - "iopub.status.idle": "2023-09-20T19:32:28.564191Z", - "shell.execute_reply": "2023-09-20T19:32:28.563330Z" + "iopub.execute_input": "2023-10-05T23:06:44.145673Z", + "iopub.status.busy": "2023-10-05T23:06:44.144978Z", + "iopub.status.idle": "2023-10-05T23:06:44.407645Z", + "shell.execute_reply": "2023-10-05T23:06:44.406989Z" } }, "outputs": [ @@ -393,10 +393,10 @@ "execution_count": 5, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:32:28.567710Z", - "iopub.status.busy": "2023-09-20T19:32:28.567207Z", - "iopub.status.idle": "2023-09-20T19:32:28.598199Z", - "shell.execute_reply": "2023-09-20T19:32:28.597456Z" + "iopub.execute_input": "2023-10-05T23:06:44.411279Z", + "iopub.status.busy": "2023-10-05T23:06:44.410524Z", + "iopub.status.idle": "2023-10-05T23:06:44.440992Z", + "shell.execute_reply": "2023-10-05T23:06:44.440277Z" } }, "outputs": [], @@ -427,10 +427,10 @@ "execution_count": 6, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:32:28.602238Z", - "iopub.status.busy": "2023-09-20T19:32:28.601799Z", - "iopub.status.idle": "2023-09-20T19:32:30.339093Z", - "shell.execute_reply": "2023-09-20T19:32:30.338112Z" + "iopub.execute_input": "2023-10-05T23:06:44.444714Z", + "iopub.status.busy": "2023-10-05T23:06:44.444185Z", + "iopub.status.idle": "2023-10-05T23:06:46.185376Z", + "shell.execute_reply": "2023-10-05T23:06:46.184327Z" } }, "outputs": [ @@ -471,10 +471,10 @@ "execution_count": 7, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:32:30.342900Z", - "iopub.status.busy": "2023-09-20T19:32:30.342231Z", - "iopub.status.idle": "2023-09-20T19:32:30.364728Z", - "shell.execute_reply": "2023-09-20T19:32:30.363652Z" + "iopub.execute_input": "2023-10-05T23:06:46.189297Z", + "iopub.status.busy": "2023-10-05T23:06:46.188453Z", + "iopub.status.idle": "2023-10-05T23:06:46.210927Z", + "shell.execute_reply": "2023-10-05T23:06:46.210193Z" }, "scrolled": true }, @@ -599,10 +599,10 @@ "execution_count": 8, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:32:30.368132Z", - "iopub.status.busy": "2023-09-20T19:32:30.367629Z", - "iopub.status.idle": "2023-09-20T19:32:31.593482Z", - "shell.execute_reply": "2023-09-20T19:32:31.592573Z" + "iopub.execute_input": "2023-10-05T23:06:46.214534Z", + "iopub.status.busy": "2023-10-05T23:06:46.213917Z", + "iopub.status.idle": "2023-10-05T23:06:47.434591Z", + "shell.execute_reply": "2023-10-05T23:06:47.433419Z" }, "id": "AaHC5MRKjruT" }, @@ -721,10 +721,10 @@ "execution_count": 9, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:32:31.597880Z", - "iopub.status.busy": "2023-09-20T19:32:31.597232Z", - "iopub.status.idle": "2023-09-20T19:32:31.614628Z", - "shell.execute_reply": "2023-09-20T19:32:31.613783Z" + "iopub.execute_input": "2023-10-05T23:06:47.442662Z", + "iopub.status.busy": "2023-10-05T23:06:47.441403Z", + "iopub.status.idle": "2023-10-05T23:06:47.459969Z", + "shell.execute_reply": "2023-10-05T23:06:47.459345Z" }, "id": "Wy27rvyhjruU" }, @@ -773,10 +773,10 @@ "execution_count": 10, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:32:31.617954Z", - "iopub.status.busy": "2023-09-20T19:32:31.617544Z", - "iopub.status.idle": "2023-09-20T19:32:31.717321Z", - "shell.execute_reply": "2023-09-20T19:32:31.716386Z" + "iopub.execute_input": "2023-10-05T23:06:47.463682Z", + "iopub.status.busy": "2023-10-05T23:06:47.463191Z", + "iopub.status.idle": "2023-10-05T23:06:47.558990Z", + "shell.execute_reply": "2023-10-05T23:06:47.557631Z" }, "id": "Db8YHnyVjruU" }, @@ -883,10 +883,10 @@ "execution_count": 11, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:32:31.721086Z", - "iopub.status.busy": "2023-09-20T19:32:31.720534Z", - "iopub.status.idle": "2023-09-20T19:32:31.945368Z", - "shell.execute_reply": "2023-09-20T19:32:31.944551Z" + "iopub.execute_input": "2023-10-05T23:06:47.563788Z", + "iopub.status.busy": "2023-10-05T23:06:47.561979Z", + "iopub.status.idle": "2023-10-05T23:06:47.785878Z", + "shell.execute_reply": "2023-10-05T23:06:47.784982Z" }, "id": "iJqAHuS2jruV" }, @@ -923,10 +923,10 @@ "execution_count": 12, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:32:31.949257Z", - "iopub.status.busy": "2023-09-20T19:32:31.948608Z", - "iopub.status.idle": "2023-09-20T19:32:31.973164Z", - "shell.execute_reply": "2023-09-20T19:32:31.972475Z" + "iopub.execute_input": "2023-10-05T23:06:47.789722Z", + "iopub.status.busy": "2023-10-05T23:06:47.789314Z", + "iopub.status.idle": "2023-10-05T23:06:47.814721Z", + "shell.execute_reply": "2023-10-05T23:06:47.814076Z" }, "id": "PcPTZ_JJG3Cx" }, @@ -988,10 +988,10 @@ "execution_count": 13, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:32:31.976669Z", - "iopub.status.busy": "2023-09-20T19:32:31.976194Z", - "iopub.status.idle": "2023-09-20T19:32:31.990969Z", - "shell.execute_reply": "2023-09-20T19:32:31.990344Z" + "iopub.execute_input": "2023-10-05T23:06:47.818062Z", + "iopub.status.busy": "2023-10-05T23:06:47.817593Z", + "iopub.status.idle": "2023-10-05T23:06:47.832812Z", + "shell.execute_reply": "2023-10-05T23:06:47.831779Z" }, "id": "0lonvOYvjruV" }, @@ -1138,10 +1138,10 @@ "execution_count": 14, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:32:31.994493Z", - "iopub.status.busy": "2023-09-20T19:32:31.993920Z", - "iopub.status.idle": "2023-09-20T19:32:32.107919Z", - "shell.execute_reply": "2023-09-20T19:32:32.107129Z" + "iopub.execute_input": "2023-10-05T23:06:47.837207Z", + "iopub.status.busy": "2023-10-05T23:06:47.835934Z", + "iopub.status.idle": "2023-10-05T23:06:47.945183Z", + "shell.execute_reply": "2023-10-05T23:06:47.944428Z" }, "id": "MfqTCa3kjruV" }, @@ -1222,10 +1222,10 @@ "execution_count": 15, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:32:32.111727Z", - "iopub.status.busy": "2023-09-20T19:32:32.111298Z", - "iopub.status.idle": "2023-09-20T19:32:32.272991Z", - "shell.execute_reply": "2023-09-20T19:32:32.272213Z" + "iopub.execute_input": "2023-10-05T23:06:47.949105Z", + "iopub.status.busy": "2023-10-05T23:06:47.948561Z", + "iopub.status.idle": "2023-10-05T23:06:48.111527Z", + "shell.execute_reply": "2023-10-05T23:06:48.110692Z" }, "id": "9ZtWAYXqMAPL" }, @@ -1285,10 +1285,10 @@ "execution_count": 16, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:32:32.277146Z", - "iopub.status.busy": "2023-09-20T19:32:32.276597Z", - "iopub.status.idle": "2023-09-20T19:32:32.283396Z", - "shell.execute_reply": "2023-09-20T19:32:32.282746Z" + "iopub.execute_input": "2023-10-05T23:06:48.115708Z", + "iopub.status.busy": "2023-10-05T23:06:48.115089Z", + "iopub.status.idle": "2023-10-05T23:06:48.121704Z", + "shell.execute_reply": "2023-10-05T23:06:48.121062Z" }, "id": "0rXP3ZPWjruW" }, @@ -1326,10 +1326,10 @@ "execution_count": 17, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:32:32.286517Z", - "iopub.status.busy": "2023-09-20T19:32:32.286117Z", - "iopub.status.idle": "2023-09-20T19:32:32.291130Z", - "shell.execute_reply": "2023-09-20T19:32:32.290543Z" + "iopub.execute_input": "2023-10-05T23:06:48.124967Z", + "iopub.status.busy": "2023-10-05T23:06:48.124583Z", + "iopub.status.idle": "2023-10-05T23:06:48.131258Z", + "shell.execute_reply": "2023-10-05T23:06:48.130640Z" }, "id": "-iRPe8KXjruW" }, @@ -1384,10 +1384,10 @@ "execution_count": 18, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:32:32.294331Z", - "iopub.status.busy": "2023-09-20T19:32:32.293938Z", - "iopub.status.idle": "2023-09-20T19:32:32.343046Z", - "shell.execute_reply": "2023-09-20T19:32:32.342321Z" + "iopub.execute_input": "2023-10-05T23:06:48.134486Z", + "iopub.status.busy": "2023-10-05T23:06:48.134115Z", + "iopub.status.idle": "2023-10-05T23:06:48.181311Z", + "shell.execute_reply": "2023-10-05T23:06:48.180529Z" }, "id": "ZpipUliyjruW" }, @@ -1438,10 +1438,10 @@ "execution_count": 19, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:32:32.346659Z", - "iopub.status.busy": "2023-09-20T19:32:32.346227Z", - "iopub.status.idle": "2023-09-20T19:32:32.400978Z", - "shell.execute_reply": "2023-09-20T19:32:32.400151Z" + "iopub.execute_input": "2023-10-05T23:06:48.184926Z", + "iopub.status.busy": "2023-10-05T23:06:48.184315Z", + "iopub.status.idle": "2023-10-05T23:06:48.240585Z", + "shell.execute_reply": "2023-10-05T23:06:48.239748Z" }, "id": "SLq-3q4xjruX" }, @@ -1510,10 +1510,10 @@ "execution_count": 20, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:32:32.404407Z", - "iopub.status.busy": "2023-09-20T19:32:32.403916Z", - "iopub.status.idle": "2023-09-20T19:32:32.504389Z", - "shell.execute_reply": "2023-09-20T19:32:32.503461Z" + "iopub.execute_input": "2023-10-05T23:06:48.244783Z", + "iopub.status.busy": "2023-10-05T23:06:48.243413Z", + "iopub.status.idle": "2023-10-05T23:06:48.346995Z", + "shell.execute_reply": "2023-10-05T23:06:48.346025Z" }, "id": "g5LHhhuqFbXK" }, @@ -1545,10 +1545,10 @@ "execution_count": 21, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:32:32.508609Z", - "iopub.status.busy": "2023-09-20T19:32:32.508128Z", - "iopub.status.idle": "2023-09-20T19:32:32.641185Z", - "shell.execute_reply": "2023-09-20T19:32:32.640394Z" + "iopub.execute_input": "2023-10-05T23:06:48.351233Z", + "iopub.status.busy": "2023-10-05T23:06:48.350700Z", + "iopub.status.idle": "2023-10-05T23:06:48.465233Z", + "shell.execute_reply": "2023-10-05T23:06:48.464424Z" }, "id": "p7w8F8ezBcet" }, @@ -1605,10 +1605,10 @@ "execution_count": 22, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:32:32.645077Z", - "iopub.status.busy": "2023-09-20T19:32:32.644642Z", - "iopub.status.idle": "2023-09-20T19:32:32.869015Z", - "shell.execute_reply": "2023-09-20T19:32:32.868382Z" + "iopub.execute_input": "2023-10-05T23:06:48.468814Z", + "iopub.status.busy": "2023-10-05T23:06:48.468273Z", + "iopub.status.idle": "2023-10-05T23:06:48.698133Z", + "shell.execute_reply": "2023-10-05T23:06:48.697227Z" }, "id": "WETRL74tE_sU" }, @@ -1643,10 +1643,10 @@ "execution_count": 23, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:32:32.872572Z", - "iopub.status.busy": "2023-09-20T19:32:32.872147Z", - "iopub.status.idle": "2023-09-20T19:32:33.100474Z", - "shell.execute_reply": "2023-09-20T19:32:33.099604Z" + "iopub.execute_input": "2023-10-05T23:06:48.702009Z", + "iopub.status.busy": "2023-10-05T23:06:48.701465Z", + "iopub.status.idle": "2023-10-05T23:06:48.931918Z", + "shell.execute_reply": "2023-10-05T23:06:48.931004Z" }, "id": "kCfdx2gOLmXS" }, @@ -1808,10 +1808,10 @@ "execution_count": 24, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:32:33.104832Z", - "iopub.status.busy": "2023-09-20T19:32:33.104218Z", - "iopub.status.idle": "2023-09-20T19:32:33.113710Z", - "shell.execute_reply": "2023-09-20T19:32:33.113090Z" + "iopub.execute_input": "2023-10-05T23:06:48.935875Z", + "iopub.status.busy": "2023-10-05T23:06:48.935212Z", + "iopub.status.idle": "2023-10-05T23:06:48.943679Z", + "shell.execute_reply": "2023-10-05T23:06:48.942989Z" }, "id": "-uogYRWFYnuu" }, @@ -1865,10 +1865,10 @@ "execution_count": 25, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:32:33.117243Z", - "iopub.status.busy": "2023-09-20T19:32:33.116862Z", - "iopub.status.idle": "2023-09-20T19:32:33.351288Z", - "shell.execute_reply": "2023-09-20T19:32:33.350372Z" + "iopub.execute_input": "2023-10-05T23:06:48.946905Z", + "iopub.status.busy": "2023-10-05T23:06:48.946503Z", + "iopub.status.idle": "2023-10-05T23:06:49.195804Z", + "shell.execute_reply": "2023-10-05T23:06:49.194915Z" }, "id": "pG-ljrmcYp9Q" }, @@ -1915,10 +1915,10 @@ "execution_count": 26, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:32:33.355540Z", - "iopub.status.busy": "2023-09-20T19:32:33.355016Z", - "iopub.status.idle": "2023-09-20T19:32:34.834783Z", - "shell.execute_reply": "2023-09-20T19:32:34.833989Z" + "iopub.execute_input": "2023-10-05T23:06:49.200794Z", + "iopub.status.busy": "2023-10-05T23:06:49.199406Z", + "iopub.status.idle": "2023-10-05T23:06:50.677874Z", + "shell.execute_reply": "2023-10-05T23:06:50.677045Z" }, "id": "wL3ngCnuLEWd" }, diff --git a/master/.doctrees/nbsphinx/tutorials/multiannotator.ipynb b/master/.doctrees/nbsphinx/tutorials/multiannotator.ipynb index 05bc00692..002e5364d 100644 --- a/master/.doctrees/nbsphinx/tutorials/multiannotator.ipynb +++ b/master/.doctrees/nbsphinx/tutorials/multiannotator.ipynb @@ -89,10 +89,10 @@ "id": "a3ddc95f", "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:32:40.225131Z", - "iopub.status.busy": "2023-09-20T19:32:40.224619Z", - "iopub.status.idle": "2023-09-20T19:32:41.471005Z", - "shell.execute_reply": "2023-09-20T19:32:41.470228Z" + "iopub.execute_input": "2023-10-05T23:06:56.088863Z", + "iopub.status.busy": "2023-10-05T23:06:56.088608Z", + "iopub.status.idle": "2023-10-05T23:06:57.316632Z", + "shell.execute_reply": "2023-10-05T23:06:57.315871Z" }, "nbsphinx": "hidden" }, @@ -102,7 +102,7 @@ "dependencies = [\"cleanlab\"]\n", "\n", "if \"google.colab\" in str(get_ipython()): # Check if it's running in Google Colab\n", - " %pip install git+https://github.com/cleanlab/cleanlab.git@6d45971cf83ccc85ac31d2591c54ce6b52a27281\n", + " %pip install git+https://github.com/cleanlab/cleanlab.git@ffbddc3a9e4600852d7a9efeace6fb2b916f585e\n", " cmd = ' '.join([dep for dep in dependencies if dep != \"cleanlab\"])\n", " %pip install $cmd\n", "else:\n", @@ -136,10 +136,10 @@ "id": "c4efd119", "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:32:41.475243Z", - "iopub.status.busy": "2023-09-20T19:32:41.474814Z", - "iopub.status.idle": "2023-09-20T19:32:41.479682Z", - "shell.execute_reply": "2023-09-20T19:32:41.479049Z" + "iopub.execute_input": "2023-10-05T23:06:57.321139Z", + "iopub.status.busy": "2023-10-05T23:06:57.320569Z", + "iopub.status.idle": "2023-10-05T23:06:57.325902Z", + "shell.execute_reply": "2023-10-05T23:06:57.325283Z" } }, "outputs": [], @@ -264,10 +264,10 @@ "id": "c37c0a69", "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:32:41.483258Z", - "iopub.status.busy": "2023-09-20T19:32:41.482889Z", - "iopub.status.idle": "2023-09-20T19:32:41.493447Z", - "shell.execute_reply": "2023-09-20T19:32:41.492680Z" + "iopub.execute_input": "2023-10-05T23:06:57.330147Z", + "iopub.status.busy": "2023-10-05T23:06:57.328981Z", + "iopub.status.idle": "2023-10-05T23:06:57.340536Z", + "shell.execute_reply": "2023-10-05T23:06:57.339917Z" }, "nbsphinx": "hidden" }, @@ -351,10 +351,10 @@ "id": "99f69523", "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:32:41.497756Z", - "iopub.status.busy": "2023-09-20T19:32:41.496429Z", - "iopub.status.idle": "2023-09-20T19:32:41.559221Z", - "shell.execute_reply": "2023-09-20T19:32:41.558459Z" + "iopub.execute_input": "2023-10-05T23:06:57.343545Z", + "iopub.status.busy": "2023-10-05T23:06:57.343093Z", + "iopub.status.idle": "2023-10-05T23:06:57.406655Z", + "shell.execute_reply": "2023-10-05T23:06:57.405887Z" } }, "outputs": [], @@ -380,10 +380,10 @@ "id": "8f241c16", "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:32:41.562842Z", - "iopub.status.busy": "2023-09-20T19:32:41.562412Z", - "iopub.status.idle": "2023-09-20T19:32:41.587482Z", - "shell.execute_reply": "2023-09-20T19:32:41.586794Z" + "iopub.execute_input": "2023-10-05T23:06:57.410289Z", + "iopub.status.busy": "2023-10-05T23:06:57.409875Z", + "iopub.status.idle": "2023-10-05T23:06:57.435438Z", + "shell.execute_reply": "2023-10-05T23:06:57.434735Z" } }, "outputs": [ @@ -598,10 +598,10 @@ "id": "4f0819ba", "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:32:41.590934Z", - "iopub.status.busy": "2023-09-20T19:32:41.590455Z", - "iopub.status.idle": "2023-09-20T19:32:41.597096Z", - "shell.execute_reply": "2023-09-20T19:32:41.596482Z" + "iopub.execute_input": "2023-10-05T23:06:57.438857Z", + "iopub.status.busy": "2023-10-05T23:06:57.438361Z", + "iopub.status.idle": "2023-10-05T23:06:57.445203Z", + "shell.execute_reply": "2023-10-05T23:06:57.444583Z" } }, "outputs": [ @@ -672,10 +672,10 @@ "id": "d009f347", "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:32:41.600522Z", - "iopub.status.busy": "2023-09-20T19:32:41.599952Z", - "iopub.status.idle": "2023-09-20T19:32:41.634580Z", - "shell.execute_reply": "2023-09-20T19:32:41.633864Z" + "iopub.execute_input": "2023-10-05T23:06:57.448792Z", + "iopub.status.busy": "2023-10-05T23:06:57.448221Z", + "iopub.status.idle": "2023-10-05T23:06:57.483269Z", + "shell.execute_reply": "2023-10-05T23:06:57.482450Z" } }, "outputs": [], @@ -699,10 +699,10 @@ "id": "cbd1e415", "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:32:41.638158Z", - "iopub.status.busy": "2023-09-20T19:32:41.637435Z", - "iopub.status.idle": "2023-09-20T19:32:41.670887Z", - "shell.execute_reply": "2023-09-20T19:32:41.670121Z" + "iopub.execute_input": "2023-10-05T23:06:57.487426Z", + "iopub.status.busy": "2023-10-05T23:06:57.486757Z", + "iopub.status.idle": "2023-10-05T23:06:57.521238Z", + "shell.execute_reply": "2023-10-05T23:06:57.520494Z" } }, "outputs": [], @@ -739,10 +739,10 @@ "id": "6ca92617", "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:32:41.674318Z", - "iopub.status.busy": "2023-09-20T19:32:41.674047Z", - "iopub.status.idle": "2023-09-20T19:32:43.446964Z", - "shell.execute_reply": "2023-09-20T19:32:43.446126Z" + "iopub.execute_input": "2023-10-05T23:06:57.525094Z", + "iopub.status.busy": "2023-10-05T23:06:57.524434Z", + "iopub.status.idle": "2023-10-05T23:06:59.287123Z", + "shell.execute_reply": "2023-10-05T23:06:59.286313Z" } }, "outputs": [], @@ -772,10 +772,10 @@ "id": "bf945113", "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:32:43.452609Z", - "iopub.status.busy": "2023-09-20T19:32:43.450847Z", - "iopub.status.idle": "2023-09-20T19:32:43.462759Z", - "shell.execute_reply": "2023-09-20T19:32:43.462112Z" + "iopub.execute_input": "2023-10-05T23:06:59.291302Z", + "iopub.status.busy": "2023-10-05T23:06:59.290543Z", + "iopub.status.idle": "2023-10-05T23:06:59.302228Z", + "shell.execute_reply": "2023-10-05T23:06:59.301585Z" }, "scrolled": true }, @@ -886,10 +886,10 @@ "id": "14251ee0", "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:32:43.466179Z", - "iopub.status.busy": "2023-09-20T19:32:43.465798Z", - "iopub.status.idle": "2023-09-20T19:32:43.484541Z", - "shell.execute_reply": "2023-09-20T19:32:43.483898Z" + "iopub.execute_input": "2023-10-05T23:06:59.305605Z", + "iopub.status.busy": "2023-10-05T23:06:59.305203Z", + "iopub.status.idle": "2023-10-05T23:06:59.324894Z", + "shell.execute_reply": "2023-10-05T23:06:59.324221Z" } }, "outputs": [ @@ -1139,10 +1139,10 @@ "id": "efe16638", "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:32:43.488259Z", - "iopub.status.busy": "2023-09-20T19:32:43.487689Z", - "iopub.status.idle": "2023-09-20T19:32:43.498017Z", - "shell.execute_reply": "2023-09-20T19:32:43.497374Z" + "iopub.execute_input": "2023-10-05T23:06:59.328733Z", + "iopub.status.busy": "2023-10-05T23:06:59.328156Z", + "iopub.status.idle": "2023-10-05T23:06:59.338822Z", + "shell.execute_reply": "2023-10-05T23:06:59.338159Z" }, "scrolled": true }, @@ -1316,10 +1316,10 @@ "id": "abd0fb0b", "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:32:43.501222Z", - "iopub.status.busy": "2023-09-20T19:32:43.500747Z", - "iopub.status.idle": "2023-09-20T19:32:43.505295Z", - "shell.execute_reply": "2023-09-20T19:32:43.504686Z" + "iopub.execute_input": "2023-10-05T23:06:59.342444Z", + "iopub.status.busy": "2023-10-05T23:06:59.341956Z", + "iopub.status.idle": "2023-10-05T23:06:59.346340Z", + "shell.execute_reply": "2023-10-05T23:06:59.345704Z" } }, "outputs": [], @@ -1341,10 +1341,10 @@ "id": "cdf061df", "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:32:43.508337Z", - "iopub.status.busy": "2023-09-20T19:32:43.507908Z", - "iopub.status.idle": "2023-09-20T19:32:43.513986Z", - "shell.execute_reply": "2023-09-20T19:32:43.513023Z" + "iopub.execute_input": "2023-10-05T23:06:59.350534Z", + "iopub.status.busy": "2023-10-05T23:06:59.349211Z", + "iopub.status.idle": "2023-10-05T23:06:59.355569Z", + "shell.execute_reply": "2023-10-05T23:06:59.354949Z" }, "scrolled": true }, @@ -1396,10 +1396,10 @@ "id": "08949890", "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:32:43.517020Z", - "iopub.status.busy": "2023-09-20T19:32:43.516706Z", - "iopub.status.idle": "2023-09-20T19:32:43.520798Z", - "shell.execute_reply": "2023-09-20T19:32:43.520183Z" + "iopub.execute_input": "2023-10-05T23:06:59.358861Z", + "iopub.status.busy": "2023-10-05T23:06:59.358489Z", + "iopub.status.idle": "2023-10-05T23:06:59.362657Z", + "shell.execute_reply": "2023-10-05T23:06:59.362033Z" } }, "outputs": [], @@ -1423,10 +1423,10 @@ "id": "6948b073", "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:32:43.523961Z", - "iopub.status.busy": "2023-09-20T19:32:43.523589Z", - "iopub.status.idle": "2023-09-20T19:32:43.531031Z", - "shell.execute_reply": "2023-09-20T19:32:43.530399Z" + "iopub.execute_input": "2023-10-05T23:06:59.365913Z", + "iopub.status.busy": "2023-10-05T23:06:59.365565Z", + "iopub.status.idle": "2023-10-05T23:06:59.371676Z", + "shell.execute_reply": "2023-10-05T23:06:59.370997Z" } }, "outputs": [ @@ -1481,10 +1481,10 @@ "id": "6f8e6914", "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:32:43.534085Z", - "iopub.status.busy": "2023-09-20T19:32:43.533711Z", - "iopub.status.idle": "2023-09-20T19:32:43.572531Z", - "shell.execute_reply": "2023-09-20T19:32:43.571790Z" + "iopub.execute_input": "2023-10-05T23:06:59.374669Z", + "iopub.status.busy": "2023-10-05T23:06:59.374436Z", + "iopub.status.idle": "2023-10-05T23:06:59.412515Z", + "shell.execute_reply": "2023-10-05T23:06:59.411722Z" } }, "outputs": [], @@ -1527,10 +1527,10 @@ "id": "b806d2ea", "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:32:43.576229Z", - "iopub.status.busy": "2023-09-20T19:32:43.575729Z", - "iopub.status.idle": "2023-09-20T19:32:43.582850Z", - "shell.execute_reply": "2023-09-20T19:32:43.582218Z" + "iopub.execute_input": "2023-10-05T23:06:59.416475Z", + "iopub.status.busy": "2023-10-05T23:06:59.415724Z", + "iopub.status.idle": "2023-10-05T23:06:59.422756Z", + "shell.execute_reply": "2023-10-05T23:06:59.422028Z" }, "nbsphinx": "hidden" }, diff --git a/master/.doctrees/nbsphinx/tutorials/multilabel_classification.ipynb b/master/.doctrees/nbsphinx/tutorials/multilabel_classification.ipynb index afdb95461..3eafda524 100644 --- a/master/.doctrees/nbsphinx/tutorials/multilabel_classification.ipynb +++ b/master/.doctrees/nbsphinx/tutorials/multilabel_classification.ipynb @@ -63,10 +63,10 @@ "id": "7383d024-8273-4039-bccd-aab3020d331f", "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:32:48.918637Z", - "iopub.status.busy": "2023-09-20T19:32:48.918341Z", - "iopub.status.idle": "2023-09-20T19:32:50.220040Z", - "shell.execute_reply": "2023-09-20T19:32:50.219240Z" + "iopub.execute_input": "2023-10-05T23:07:04.512150Z", + "iopub.status.busy": "2023-10-05T23:07:04.511699Z", + "iopub.status.idle": "2023-10-05T23:07:05.816822Z", + "shell.execute_reply": "2023-10-05T23:07:05.816056Z" }, "nbsphinx": "hidden" }, @@ -78,7 +78,7 @@ "dependencies = [\"cleanlab\", \"matplotlib\"]\n", "\n", "if \"google.colab\" in str(get_ipython()): # Check if it's running in Google Colab\n", - " %pip install git+https://github.com/cleanlab/cleanlab.git@6d45971cf83ccc85ac31d2591c54ce6b52a27281\n", + " %pip install git+https://github.com/cleanlab/cleanlab.git@ffbddc3a9e4600852d7a9efeace6fb2b916f585e\n", " cmd = ' '.join([dep for dep in dependencies if dep != \"cleanlab\"])\n", " %pip install $cmd\n", "else:\n", @@ -104,10 +104,10 @@ "id": "bf9101d8-b1a9-4305-b853-45aaf3d67a69", "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:32:50.224699Z", - "iopub.status.busy": "2023-09-20T19:32:50.224003Z", - "iopub.status.idle": "2023-09-20T19:32:50.626109Z", - "shell.execute_reply": "2023-09-20T19:32:50.625321Z" + "iopub.execute_input": "2023-10-05T23:07:05.821019Z", + "iopub.status.busy": "2023-10-05T23:07:05.820463Z", + "iopub.status.idle": "2023-10-05T23:07:06.214117Z", + "shell.execute_reply": "2023-10-05T23:07:06.213417Z" } }, "outputs": [], @@ -269,10 +269,10 @@ "id": "e8ff5c2f-bd52-44aa-b307-b2b634147c68", "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:32:50.630008Z", - "iopub.status.busy": "2023-09-20T19:32:50.629729Z", - "iopub.status.idle": "2023-09-20T19:32:50.648882Z", - "shell.execute_reply": "2023-09-20T19:32:50.648225Z" + "iopub.execute_input": "2023-10-05T23:07:06.220322Z", + "iopub.status.busy": "2023-10-05T23:07:06.219070Z", + "iopub.status.idle": "2023-10-05T23:07:06.239024Z", + "shell.execute_reply": "2023-10-05T23:07:06.238266Z" }, "nbsphinx": "hidden" }, @@ -408,10 +408,10 @@ "id": "dac65d3b-51e8-4682-b829-beab610b56d6", "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:32:50.652578Z", - "iopub.status.busy": "2023-09-20T19:32:50.652195Z", - "iopub.status.idle": "2023-09-20T19:32:53.855661Z", - "shell.execute_reply": "2023-09-20T19:32:53.854994Z" + "iopub.execute_input": "2023-10-05T23:07:06.243516Z", + "iopub.status.busy": "2023-10-05T23:07:06.242327Z", + "iopub.status.idle": "2023-10-05T23:07:09.379236Z", + "shell.execute_reply": "2023-10-05T23:07:09.378561Z" } }, "outputs": [ @@ -453,10 +453,10 @@ "id": "b5fa99a9-2583-4cd0-9d40-015f698cdb23", "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:32:53.859298Z", - "iopub.status.busy": "2023-09-20T19:32:53.859032Z", - "iopub.status.idle": "2023-09-20T19:32:55.968730Z", - "shell.execute_reply": "2023-09-20T19:32:55.967941Z" + "iopub.execute_input": "2023-10-05T23:07:09.383028Z", + "iopub.status.busy": "2023-10-05T23:07:09.382412Z", + "iopub.status.idle": "2023-10-05T23:07:11.475426Z", + "shell.execute_reply": "2023-10-05T23:07:11.474727Z" } }, "outputs": [], @@ -498,10 +498,10 @@ "id": "ac1a60df", "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:32:55.973145Z", - "iopub.status.busy": "2023-09-20T19:32:55.972618Z", - "iopub.status.idle": "2023-09-20T19:32:55.994669Z", - "shell.execute_reply": "2023-09-20T19:32:55.993786Z" + "iopub.execute_input": "2023-10-05T23:07:11.479297Z", + "iopub.status.busy": "2023-10-05T23:07:11.478750Z", + "iopub.status.idle": "2023-10-05T23:07:11.501892Z", + "shell.execute_reply": "2023-10-05T23:07:11.501121Z" } }, "outputs": [ @@ -543,10 +543,10 @@ "id": "d09115b6-ad44-474f-9c8a-85a459586439", "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:32:55.998274Z", - "iopub.status.busy": "2023-09-20T19:32:55.997787Z", - "iopub.status.idle": "2023-09-20T19:32:57.739982Z", - "shell.execute_reply": "2023-09-20T19:32:57.738977Z" + "iopub.execute_input": "2023-10-05T23:07:11.506060Z", + "iopub.status.busy": "2023-10-05T23:07:11.505387Z", + "iopub.status.idle": "2023-10-05T23:07:13.296664Z", + "shell.execute_reply": "2023-10-05T23:07:13.295463Z" } }, "outputs": [ @@ -584,10 +584,10 @@ "id": "fffa88f6-84d7-45fe-8214-0e22079a06d1", "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:32:57.744329Z", - "iopub.status.busy": "2023-09-20T19:32:57.743185Z", - "iopub.status.idle": "2023-09-20T19:33:00.929571Z", - "shell.execute_reply": "2023-09-20T19:33:00.928377Z" + "iopub.execute_input": "2023-10-05T23:07:13.301049Z", + "iopub.status.busy": "2023-10-05T23:07:13.299878Z", + "iopub.status.idle": "2023-10-05T23:07:16.400730Z", + "shell.execute_reply": "2023-10-05T23:07:16.400011Z" } }, "outputs": [ @@ -622,10 +622,10 @@ "id": "c1198575", "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:33:00.933664Z", - "iopub.status.busy": "2023-09-20T19:33:00.933047Z", - "iopub.status.idle": "2023-09-20T19:33:00.939638Z", - "shell.execute_reply": "2023-09-20T19:33:00.938824Z" + "iopub.execute_input": "2023-10-05T23:07:16.405402Z", + "iopub.status.busy": "2023-10-05T23:07:16.404037Z", + "iopub.status.idle": "2023-10-05T23:07:16.411519Z", + "shell.execute_reply": "2023-10-05T23:07:16.410817Z" } }, "outputs": [ @@ -662,10 +662,10 @@ "id": "49161b19-7625-4fb7-add9-607d91a7eca1", "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:33:00.942659Z", - "iopub.status.busy": "2023-09-20T19:33:00.942209Z", - "iopub.status.idle": "2023-09-20T19:33:00.954661Z", - "shell.execute_reply": "2023-09-20T19:33:00.946394Z" + "iopub.execute_input": "2023-10-05T23:07:16.414740Z", + "iopub.status.busy": "2023-10-05T23:07:16.414374Z", + "iopub.status.idle": "2023-10-05T23:07:16.420218Z", + "shell.execute_reply": "2023-10-05T23:07:16.419598Z" } }, "outputs": [], @@ -688,10 +688,10 @@ "id": "d1a2c008", "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:33:00.958041Z", - "iopub.status.busy": "2023-09-20T19:33:00.957488Z", - "iopub.status.idle": "2023-09-20T19:33:00.962588Z", - "shell.execute_reply": "2023-09-20T19:33:00.961907Z" + "iopub.execute_input": "2023-10-05T23:07:16.423477Z", + "iopub.status.busy": "2023-10-05T23:07:16.423111Z", + "iopub.status.idle": "2023-10-05T23:07:16.427853Z", + "shell.execute_reply": "2023-10-05T23:07:16.427234Z" }, "nbsphinx": "hidden" }, diff --git a/master/.doctrees/nbsphinx/tutorials/object_detection.ipynb b/master/.doctrees/nbsphinx/tutorials/object_detection.ipynb index 93bb54e47..b96786bad 100644 --- a/master/.doctrees/nbsphinx/tutorials/object_detection.ipynb +++ b/master/.doctrees/nbsphinx/tutorials/object_detection.ipynb @@ -70,10 +70,10 @@ "id": "0ba0dc70", "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:33:05.575338Z", - "iopub.status.busy": "2023-09-20T19:33:05.575044Z", - "iopub.status.idle": "2023-09-20T19:33:06.891554Z", - "shell.execute_reply": "2023-09-20T19:33:06.890810Z" + "iopub.execute_input": "2023-10-05T23:07:21.546267Z", + "iopub.status.busy": "2023-10-05T23:07:21.545965Z", + "iopub.status.idle": "2023-10-05T23:07:22.852748Z", + "shell.execute_reply": "2023-10-05T23:07:22.851921Z" }, "nbsphinx": "hidden" }, @@ -83,7 +83,7 @@ "dependencies = [\"cleanlab\", \"matplotlib\"]\n", "\n", "if \"google.colab\" in str(get_ipython()): # Check if it's running in Google Colab\n", - " %pip install git+https://github.com/cleanlab/cleanlab.git@6d45971cf83ccc85ac31d2591c54ce6b52a27281\n", + " %pip install git+https://github.com/cleanlab/cleanlab.git@ffbddc3a9e4600852d7a9efeace6fb2b916f585e\n", " cmd = ' '.join([dep for dep in dependencies if dep != \"cleanlab\"])\n", " %pip install $cmd\n", "else:\n", @@ -109,10 +109,10 @@ "id": "c90449c8", "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:33:06.895903Z", - "iopub.status.busy": "2023-09-20T19:33:06.895319Z", - "iopub.status.idle": "2023-09-20T19:33:08.781325Z", - "shell.execute_reply": "2023-09-20T19:33:08.780026Z" + "iopub.execute_input": "2023-10-05T23:07:22.856856Z", + "iopub.status.busy": "2023-10-05T23:07:22.856479Z", + "iopub.status.idle": "2023-10-05T23:07:23.990279Z", + "shell.execute_reply": "2023-10-05T23:07:23.989054Z" } }, "outputs": [], @@ -130,10 +130,10 @@ "id": "df8be4c6", "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:33:08.786885Z", - "iopub.status.busy": "2023-09-20T19:33:08.785375Z", - "iopub.status.idle": "2023-09-20T19:33:08.792517Z", - "shell.execute_reply": "2023-09-20T19:33:08.791817Z" + "iopub.execute_input": "2023-10-05T23:07:23.994438Z", + "iopub.status.busy": "2023-10-05T23:07:23.994023Z", + "iopub.status.idle": "2023-10-05T23:07:23.999439Z", + "shell.execute_reply": "2023-10-05T23:07:23.998834Z" } }, "outputs": [], @@ -165,10 +165,10 @@ "id": "2e9ffd6f", "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:33:08.796187Z", - "iopub.status.busy": "2023-09-20T19:33:08.795814Z", - "iopub.status.idle": "2023-09-20T19:33:08.805389Z", - "shell.execute_reply": "2023-09-20T19:33:08.804764Z" + "iopub.execute_input": "2023-10-05T23:07:24.002827Z", + "iopub.status.busy": "2023-10-05T23:07:24.002331Z", + "iopub.status.idle": "2023-10-05T23:07:24.011998Z", + "shell.execute_reply": "2023-10-05T23:07:24.011359Z" } }, "outputs": [], @@ -194,10 +194,10 @@ "id": "56705562", "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:33:08.808764Z", - "iopub.status.busy": "2023-09-20T19:33:08.808286Z", - "iopub.status.idle": "2023-09-20T19:33:09.592789Z", - "shell.execute_reply": "2023-09-20T19:33:09.591866Z" + "iopub.execute_input": "2023-10-05T23:07:24.015369Z", + "iopub.status.busy": "2023-10-05T23:07:24.014887Z", + "iopub.status.idle": "2023-10-05T23:07:24.804995Z", + "shell.execute_reply": "2023-10-05T23:07:24.804205Z" }, "scrolled": true }, @@ -237,10 +237,10 @@ "id": "b08144d7", "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:33:09.597237Z", - "iopub.status.busy": "2023-09-20T19:33:09.596579Z", - "iopub.status.idle": "2023-09-20T19:33:09.603914Z", - "shell.execute_reply": "2023-09-20T19:33:09.603210Z" + "iopub.execute_input": "2023-10-05T23:07:24.810426Z", + "iopub.status.busy": "2023-10-05T23:07:24.810047Z", + "iopub.status.idle": "2023-10-05T23:07:24.819314Z", + "shell.execute_reply": "2023-10-05T23:07:24.818683Z" } }, "outputs": [ @@ -492,10 +492,10 @@ "id": "3d70bec6", "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:33:09.607783Z", - "iopub.status.busy": "2023-09-20T19:33:09.607394Z", - "iopub.status.idle": "2023-09-20T19:33:09.614165Z", - "shell.execute_reply": "2023-09-20T19:33:09.613550Z" + "iopub.execute_input": "2023-10-05T23:07:24.822650Z", + "iopub.status.busy": "2023-10-05T23:07:24.822162Z", + "iopub.status.idle": "2023-10-05T23:07:24.828840Z", + "shell.execute_reply": "2023-10-05T23:07:24.828227Z" } }, "outputs": [ @@ -552,10 +552,10 @@ "id": "4caa635d", "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:33:09.617309Z", - "iopub.status.busy": "2023-09-20T19:33:09.617067Z", - "iopub.status.idle": "2023-09-20T19:33:10.340261Z", - "shell.execute_reply": "2023-09-20T19:33:10.339411Z" + "iopub.execute_input": "2023-10-05T23:07:24.832205Z", + "iopub.status.busy": "2023-10-05T23:07:24.831707Z", + "iopub.status.idle": "2023-10-05T23:07:25.610384Z", + "shell.execute_reply": "2023-10-05T23:07:25.609508Z" } }, "outputs": [ @@ -611,10 +611,10 @@ "id": "a9b4c590", "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:33:10.344359Z", - "iopub.status.busy": "2023-09-20T19:33:10.343901Z", - "iopub.status.idle": "2023-09-20T19:33:10.468760Z", - "shell.execute_reply": "2023-09-20T19:33:10.468049Z" + "iopub.execute_input": "2023-10-05T23:07:25.615804Z", + "iopub.status.busy": "2023-10-05T23:07:25.613898Z", + "iopub.status.idle": "2023-10-05T23:07:25.745787Z", + "shell.execute_reply": "2023-10-05T23:07:25.745102Z" } }, "outputs": [ @@ -655,10 +655,10 @@ "id": "ffd9ebcc", "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:33:10.473298Z", - "iopub.status.busy": "2023-09-20T19:33:10.471943Z", - "iopub.status.idle": "2023-09-20T19:33:10.479633Z", - "shell.execute_reply": "2023-09-20T19:33:10.478998Z" + "iopub.execute_input": "2023-10-05T23:07:25.749444Z", + "iopub.status.busy": "2023-10-05T23:07:25.748820Z", + "iopub.status.idle": "2023-10-05T23:07:25.755696Z", + "shell.execute_reply": "2023-10-05T23:07:25.754990Z" } }, "outputs": [ @@ -695,10 +695,10 @@ "id": "4dd46d67", "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:33:10.483899Z", - "iopub.status.busy": "2023-09-20T19:33:10.482567Z", - "iopub.status.idle": "2023-09-20T19:33:10.941293Z", - "shell.execute_reply": "2023-09-20T19:33:10.940512Z" + "iopub.execute_input": "2023-10-05T23:07:25.759904Z", + "iopub.status.busy": "2023-10-05T23:07:25.758619Z", + "iopub.status.idle": "2023-10-05T23:07:26.215748Z", + "shell.execute_reply": "2023-10-05T23:07:26.214922Z" } }, "outputs": [ @@ -757,10 +757,10 @@ "id": "ceec2394", "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:33:10.945926Z", - "iopub.status.busy": "2023-09-20T19:33:10.945263Z", - "iopub.status.idle": "2023-09-20T19:33:11.353424Z", - "shell.execute_reply": "2023-09-20T19:33:11.352470Z" + "iopub.execute_input": "2023-10-05T23:07:26.219362Z", + "iopub.status.busy": "2023-10-05T23:07:26.218940Z", + "iopub.status.idle": "2023-10-05T23:07:26.623140Z", + "shell.execute_reply": "2023-10-05T23:07:26.622482Z" } }, "outputs": [ @@ -807,10 +807,10 @@ "id": "94f82b0d", "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:33:11.357090Z", - "iopub.status.busy": "2023-09-20T19:33:11.356670Z", - "iopub.status.idle": "2023-09-20T19:33:11.829308Z", - "shell.execute_reply": "2023-09-20T19:33:11.828607Z" + "iopub.execute_input": "2023-10-05T23:07:26.628266Z", + "iopub.status.busy": "2023-10-05T23:07:26.627745Z", + "iopub.status.idle": "2023-10-05T23:07:27.095607Z", + "shell.execute_reply": "2023-10-05T23:07:27.094916Z" } }, "outputs": [ @@ -857,10 +857,10 @@ "id": "1ea18c5d", "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:33:11.834929Z", - "iopub.status.busy": "2023-09-20T19:33:11.834354Z", - "iopub.status.idle": "2023-09-20T19:33:12.417185Z", - "shell.execute_reply": "2023-09-20T19:33:12.416474Z" + "iopub.execute_input": "2023-10-05T23:07:27.099276Z", + "iopub.status.busy": "2023-10-05T23:07:27.098774Z", + "iopub.status.idle": "2023-10-05T23:07:27.661848Z", + "shell.execute_reply": "2023-10-05T23:07:27.661158Z" } }, "outputs": [ @@ -920,10 +920,10 @@ "id": "7e770d23", "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:33:12.425368Z", - "iopub.status.busy": "2023-09-20T19:33:12.424839Z", - "iopub.status.idle": "2023-09-20T19:33:12.993157Z", - "shell.execute_reply": "2023-09-20T19:33:12.992394Z" + "iopub.execute_input": "2023-10-05T23:07:27.670931Z", + "iopub.status.busy": "2023-10-05T23:07:27.670274Z", + "iopub.status.idle": "2023-10-05T23:07:28.231681Z", + "shell.execute_reply": "2023-10-05T23:07:28.231031Z" } }, "outputs": [ @@ -966,10 +966,10 @@ "id": "57e84a27", "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:33:12.999825Z", - "iopub.status.busy": "2023-09-20T19:33:12.999317Z", - "iopub.status.idle": "2023-09-20T19:33:13.264652Z", - "shell.execute_reply": "2023-09-20T19:33:13.263929Z" + "iopub.execute_input": "2023-10-05T23:07:28.238008Z", + "iopub.status.busy": "2023-10-05T23:07:28.237489Z", + "iopub.status.idle": "2023-10-05T23:07:28.495635Z", + "shell.execute_reply": "2023-10-05T23:07:28.495003Z" } }, "outputs": [ @@ -1012,10 +1012,10 @@ "id": "0302818a", "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:33:13.268232Z", - "iopub.status.busy": "2023-09-20T19:33:13.267710Z", - "iopub.status.idle": "2023-09-20T19:33:13.501420Z", - "shell.execute_reply": "2023-09-20T19:33:13.500590Z" + "iopub.execute_input": "2023-10-05T23:07:28.498815Z", + "iopub.status.busy": "2023-10-05T23:07:28.498299Z", + "iopub.status.idle": "2023-10-05T23:07:28.727553Z", + "shell.execute_reply": "2023-10-05T23:07:28.726928Z" } }, "outputs": [ @@ -1050,10 +1050,10 @@ "id": "8ce74938", "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:33:13.505071Z", - "iopub.status.busy": "2023-09-20T19:33:13.504562Z", - "iopub.status.idle": "2023-09-20T19:33:13.509282Z", - "shell.execute_reply": "2023-09-20T19:33:13.508573Z" + "iopub.execute_input": "2023-10-05T23:07:28.737788Z", + "iopub.status.busy": "2023-10-05T23:07:28.737098Z", + "iopub.status.idle": "2023-10-05T23:07:28.742931Z", + "shell.execute_reply": "2023-10-05T23:07:28.742211Z" }, "nbsphinx": "hidden" }, diff --git a/master/.doctrees/nbsphinx/tutorials/outliers.ipynb b/master/.doctrees/nbsphinx/tutorials/outliers.ipynb index 866353c0d..301be41c7 100644 --- a/master/.doctrees/nbsphinx/tutorials/outliers.ipynb +++ b/master/.doctrees/nbsphinx/tutorials/outliers.ipynb @@ -109,10 +109,10 @@ "id": "2bbebfc8", "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:33:16.386519Z", - "iopub.status.busy": "2023-09-20T19:33:16.386038Z", - "iopub.status.idle": "2023-09-20T19:33:18.959075Z", - "shell.execute_reply": "2023-09-20T19:33:18.958294Z" + "iopub.execute_input": "2023-10-05T23:07:31.530733Z", + "iopub.status.busy": "2023-10-05T23:07:31.529543Z", + "iopub.status.idle": "2023-10-05T23:07:34.084650Z", + "shell.execute_reply": "2023-10-05T23:07:34.083864Z" }, "nbsphinx": "hidden" }, @@ -125,7 +125,7 @@ "dependencies = [\"matplotlib\", \"torch\", \"torchvision\", \"timm\", \"cleanlab\"]\n", "\n", "if \"google.colab\" in str(get_ipython()): # Check if it's running in Google Colab\n", - " %pip install git+https://github.com/cleanlab/cleanlab.git@6d45971cf83ccc85ac31d2591c54ce6b52a27281\n", + " %pip install git+https://github.com/cleanlab/cleanlab.git@ffbddc3a9e4600852d7a9efeace6fb2b916f585e\n", " cmd = ' '.join([dep for dep in dependencies if dep != \"cleanlab\"])\n", " %pip install $cmd\n", "else:\n", @@ -159,10 +159,10 @@ "id": "4396f544", "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:33:18.963790Z", - "iopub.status.busy": "2023-09-20T19:33:18.962785Z", - "iopub.status.idle": "2023-09-20T19:33:19.386491Z", - "shell.execute_reply": "2023-09-20T19:33:19.385713Z" + "iopub.execute_input": "2023-10-05T23:07:34.089578Z", + "iopub.status.busy": "2023-10-05T23:07:34.088615Z", + "iopub.status.idle": "2023-10-05T23:07:34.516720Z", + "shell.execute_reply": "2023-10-05T23:07:34.515884Z" } }, "outputs": [], @@ -188,10 +188,10 @@ "id": "3792f82e", "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:33:19.390517Z", - "iopub.status.busy": "2023-09-20T19:33:19.390077Z", - "iopub.status.idle": "2023-09-20T19:33:19.397193Z", - "shell.execute_reply": "2023-09-20T19:33:19.396577Z" + "iopub.execute_input": "2023-10-05T23:07:34.521804Z", + "iopub.status.busy": "2023-10-05T23:07:34.520298Z", + "iopub.status.idle": "2023-10-05T23:07:34.527090Z", + "shell.execute_reply": "2023-10-05T23:07:34.526357Z" }, "nbsphinx": "hidden" }, @@ -225,10 +225,10 @@ "id": "fd853a54", "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:33:19.400299Z", - "iopub.status.busy": "2023-09-20T19:33:19.399918Z", - "iopub.status.idle": "2023-09-20T19:33:24.580523Z", - "shell.execute_reply": "2023-09-20T19:33:24.579769Z" + "iopub.execute_input": "2023-10-05T23:07:34.530547Z", + "iopub.status.busy": "2023-10-05T23:07:34.529954Z", + "iopub.status.idle": "2023-10-05T23:07:40.270638Z", + "shell.execute_reply": "2023-10-05T23:07:40.269950Z" } }, "outputs": [ @@ -242,7 +242,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "d3c922b21f5f4910b730049faa04ef3f", + "model_id": "f5b3932ddbf444659f7f01bf72fa62ae", "version_major": 2, "version_minor": 0 }, @@ -361,10 +361,10 @@ "id": "9b64e0aa", "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:33:24.584433Z", - "iopub.status.busy": "2023-09-20T19:33:24.583775Z", - "iopub.status.idle": "2023-09-20T19:33:24.590732Z", - "shell.execute_reply": "2023-09-20T19:33:24.590084Z" + "iopub.execute_input": "2023-10-05T23:07:40.274133Z", + "iopub.status.busy": "2023-10-05T23:07:40.273493Z", + "iopub.status.idle": "2023-10-05T23:07:40.280888Z", + "shell.execute_reply": "2023-10-05T23:07:40.280089Z" }, "nbsphinx": "hidden" }, @@ -415,10 +415,10 @@ "id": "a00aa3ed", "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:33:24.594097Z", - "iopub.status.busy": "2023-09-20T19:33:24.593540Z", - "iopub.status.idle": "2023-09-20T19:33:25.232003Z", - "shell.execute_reply": "2023-09-20T19:33:25.231187Z" + "iopub.execute_input": "2023-10-05T23:07:40.283950Z", + "iopub.status.busy": "2023-10-05T23:07:40.283567Z", + "iopub.status.idle": "2023-10-05T23:07:40.904183Z", + "shell.execute_reply": "2023-10-05T23:07:40.903469Z" } }, "outputs": [ @@ -451,10 +451,10 @@ "id": "41e5cb6b", "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:33:25.235816Z", - "iopub.status.busy": "2023-09-20T19:33:25.235032Z", - "iopub.status.idle": "2023-09-20T19:33:25.841239Z", - "shell.execute_reply": "2023-09-20T19:33:25.840387Z" + "iopub.execute_input": "2023-10-05T23:07:40.914596Z", + "iopub.status.busy": "2023-10-05T23:07:40.914323Z", + "iopub.status.idle": "2023-10-05T23:07:41.511708Z", + "shell.execute_reply": "2023-10-05T23:07:41.510841Z" } }, "outputs": [ @@ -492,10 +492,10 @@ "id": "1cf25354", "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:33:25.844950Z", - "iopub.status.busy": "2023-09-20T19:33:25.844296Z", - "iopub.status.idle": "2023-09-20T19:33:25.850206Z", - "shell.execute_reply": "2023-09-20T19:33:25.849540Z" + "iopub.execute_input": "2023-10-05T23:07:41.515409Z", + "iopub.status.busy": "2023-10-05T23:07:41.514747Z", + "iopub.status.idle": "2023-10-05T23:07:41.519110Z", + "shell.execute_reply": "2023-10-05T23:07:41.518540Z" } }, "outputs": [], @@ -518,10 +518,10 @@ "id": "85a58d41", "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:33:25.853584Z", - "iopub.status.busy": "2023-09-20T19:33:25.853014Z", - "iopub.status.idle": "2023-09-20T19:33:39.019285Z", - "shell.execute_reply": "2023-09-20T19:33:39.018639Z" + "iopub.execute_input": "2023-10-05T23:07:41.522235Z", + "iopub.status.busy": "2023-10-05T23:07:41.521832Z", + "iopub.status.idle": "2023-10-05T23:07:54.084400Z", + "shell.execute_reply": "2023-10-05T23:07:54.083711Z" } }, "outputs": [ @@ -580,10 +580,10 @@ "id": "feb0f519", "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:33:39.022675Z", - "iopub.status.busy": "2023-09-20T19:33:39.022240Z", - "iopub.status.idle": "2023-09-20T19:33:40.575277Z", - "shell.execute_reply": "2023-09-20T19:33:40.574642Z" + "iopub.execute_input": "2023-10-05T23:07:54.087607Z", + "iopub.status.busy": "2023-10-05T23:07:54.087099Z", + "iopub.status.idle": "2023-10-05T23:07:55.639201Z", + "shell.execute_reply": "2023-10-05T23:07:55.638555Z" } }, "outputs": [ @@ -627,10 +627,10 @@ "id": "089d5860", "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:33:40.578558Z", - "iopub.status.busy": "2023-09-20T19:33:40.578144Z", - "iopub.status.idle": "2023-09-20T19:33:40.874792Z", - "shell.execute_reply": "2023-09-20T19:33:40.874156Z" + "iopub.execute_input": "2023-10-05T23:07:55.642436Z", + "iopub.status.busy": "2023-10-05T23:07:55.641900Z", + "iopub.status.idle": "2023-10-05T23:07:55.937852Z", + "shell.execute_reply": "2023-10-05T23:07:55.937216Z" } }, "outputs": [ @@ -666,10 +666,10 @@ "id": "78b1951c", "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:33:40.878100Z", - "iopub.status.busy": "2023-09-20T19:33:40.877685Z", - "iopub.status.idle": "2023-09-20T19:33:41.689205Z", - "shell.execute_reply": "2023-09-20T19:33:41.688560Z" + "iopub.execute_input": "2023-10-05T23:07:55.941059Z", + "iopub.status.busy": "2023-10-05T23:07:55.940543Z", + "iopub.status.idle": "2023-10-05T23:07:56.774346Z", + "shell.execute_reply": "2023-10-05T23:07:56.773686Z" } }, "outputs": [ @@ -719,10 +719,10 @@ "id": "e9dff81b", "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:33:41.692722Z", - "iopub.status.busy": "2023-09-20T19:33:41.692195Z", - "iopub.status.idle": "2023-09-20T19:33:42.045119Z", - "shell.execute_reply": "2023-09-20T19:33:42.044408Z" + "iopub.execute_input": "2023-10-05T23:07:56.777504Z", + "iopub.status.busy": "2023-10-05T23:07:56.777079Z", + "iopub.status.idle": "2023-10-05T23:07:57.127834Z", + "shell.execute_reply": "2023-10-05T23:07:57.126927Z" } }, "outputs": [ @@ -770,10 +770,10 @@ "id": "616769f8", "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:33:42.048489Z", - "iopub.status.busy": "2023-09-20T19:33:42.047893Z", - "iopub.status.idle": "2023-09-20T19:33:42.347805Z", - "shell.execute_reply": "2023-09-20T19:33:42.347061Z" + "iopub.execute_input": "2023-10-05T23:07:57.132090Z", + "iopub.status.busy": "2023-10-05T23:07:57.131576Z", + "iopub.status.idle": "2023-10-05T23:07:57.430335Z", + "shell.execute_reply": "2023-10-05T23:07:57.429576Z" } }, "outputs": [ @@ -829,10 +829,10 @@ "id": "40fed4ef", "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:33:42.351341Z", - "iopub.status.busy": "2023-09-20T19:33:42.350904Z", - "iopub.status.idle": "2023-09-20T19:33:42.489265Z", - "shell.execute_reply": "2023-09-20T19:33:42.488463Z" + "iopub.execute_input": "2023-10-05T23:07:57.435046Z", + "iopub.status.busy": "2023-10-05T23:07:57.433926Z", + "iopub.status.idle": "2023-10-05T23:07:57.582547Z", + "shell.execute_reply": "2023-10-05T23:07:57.581715Z" } }, "outputs": [], @@ -853,10 +853,10 @@ "id": "89f9db72", "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:33:42.493425Z", - "iopub.status.busy": "2023-09-20T19:33:42.492905Z", - "iopub.status.idle": "2023-09-20T19:34:33.991206Z", - "shell.execute_reply": "2023-09-20T19:34:33.990088Z" + "iopub.execute_input": "2023-10-05T23:07:57.586418Z", + "iopub.status.busy": "2023-10-05T23:07:57.586012Z", + "iopub.status.idle": "2023-10-05T23:08:49.450467Z", + "shell.execute_reply": "2023-10-05T23:08:49.449666Z" } }, "outputs": [ @@ -893,10 +893,10 @@ "id": "874c885a", "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:34:33.995593Z", - "iopub.status.busy": "2023-09-20T19:34:33.995137Z", - "iopub.status.idle": "2023-09-20T19:34:35.598007Z", - "shell.execute_reply": "2023-09-20T19:34:35.597203Z" + "iopub.execute_input": "2023-10-05T23:08:49.454484Z", + "iopub.status.busy": "2023-10-05T23:08:49.453789Z", + "iopub.status.idle": "2023-10-05T23:08:51.069258Z", + "shell.execute_reply": "2023-10-05T23:08:51.068462Z" } }, "outputs": [ @@ -927,10 +927,10 @@ "id": "e110fc4b", "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:34:35.602749Z", - "iopub.status.busy": "2023-09-20T19:34:35.601905Z", - "iopub.status.idle": "2023-09-20T19:34:35.975232Z", - "shell.execute_reply": "2023-09-20T19:34:35.974427Z" + "iopub.execute_input": "2023-10-05T23:08:51.074090Z", + "iopub.status.busy": "2023-10-05T23:08:51.073013Z", + "iopub.status.idle": "2023-10-05T23:08:51.367547Z", + "shell.execute_reply": "2023-10-05T23:08:51.366744Z" } }, "outputs": [], @@ -944,10 +944,10 @@ "id": "85b60cbf", "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:34:35.979481Z", - "iopub.status.busy": "2023-09-20T19:34:35.978801Z", - "iopub.status.idle": "2023-09-20T19:34:35.983870Z", - "shell.execute_reply": "2023-09-20T19:34:35.983229Z" + "iopub.execute_input": "2023-10-05T23:08:51.371825Z", + "iopub.status.busy": "2023-10-05T23:08:51.371176Z", + "iopub.status.idle": "2023-10-05T23:08:51.376300Z", + "shell.execute_reply": "2023-10-05T23:08:51.375667Z" } }, "outputs": [], @@ -969,10 +969,10 @@ "id": "17f96fa6", "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:34:35.987059Z", - "iopub.status.busy": "2023-09-20T19:34:35.986500Z", - "iopub.status.idle": "2023-09-20T19:34:35.996863Z", - "shell.execute_reply": "2023-09-20T19:34:35.996240Z" + "iopub.execute_input": "2023-10-05T23:08:51.379393Z", + "iopub.status.busy": "2023-10-05T23:08:51.378940Z", + "iopub.status.idle": "2023-10-05T23:08:51.389115Z", + "shell.execute_reply": "2023-10-05T23:08:51.388491Z" }, "nbsphinx": "hidden" }, @@ -1017,7 +1017,7 @@ "widgets": { "application/vnd.jupyter.widget-state+json": { "state": { - "20b7acf990ad4fb097ef4f88efa957c8": { + "34a1e407fe4c4c79a38c933f10fe90d8": { "model_module": "@jupyter-widgets/base", "model_module_version": "1.2.0", "model_name": "LayoutModel", @@ -1069,7 +1069,7 @@ "width": null } }, - "2526a69b412c494e99a4fbf2e511e59a": { + "3fae6e0288954396a5e078dcf5439082": { "model_module": "@jupyter-widgets/controls", "model_module_version": "1.5.0", "model_name": "HTMLModel", @@ -1084,29 +1084,37 @@ "_view_name": "HTMLView", "description": "", "description_tooltip": null, - "layout": "IPY_MODEL_72c69637d9894991a6d10b6fb446a7d5", + "layout": "IPY_MODEL_811fb02a898742b4bb15e8489b36f9ba", "placeholder": "​", - "style": "IPY_MODEL_39e4714d725b40438a92e9b921a4efde", + "style": "IPY_MODEL_c0f2ff1802f644e58f6b97a3f72ad6ba", "value": "100%" } }, - "256f82b0920d4d4a84dfcccda25a7f39": { + "422d00d361b649d09f9b446f10ab4b36": { "model_module": "@jupyter-widgets/controls", "model_module_version": "1.5.0", - "model_name": "ProgressStyleModel", + "model_name": "FloatProgressModel", "state": { + "_dom_classes": [], "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", - "_model_name": "ProgressStyleModel", + "_model_name": "FloatProgressModel", "_view_count": null, - "_view_module": "@jupyter-widgets/base", - "_view_module_version": "1.2.0", - "_view_name": "StyleView", - "bar_color": null, - "description_width": "" + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "1.5.0", + "_view_name": "ProgressView", + "bar_style": "success", + "description": "", + "description_tooltip": null, + "layout": "IPY_MODEL_4cdb493009374fe995250e130addeb63", + "max": 170498071.0, + "min": 0.0, + "orientation": "horizontal", + "style": "IPY_MODEL_56938c07bc6b45b9a45d8e4d716b140e", + "value": 170498071.0 } }, - "27cf9fca7e7d4b0fabb3e0f851e56d45": { + "4cdb493009374fe995250e130addeb63": { "model_module": "@jupyter-widgets/base", "model_module_version": "1.2.0", "model_name": "LayoutModel", @@ -1158,43 +1166,38 @@ "width": null } }, - "39e4714d725b40438a92e9b921a4efde": { + "56938c07bc6b45b9a45d8e4d716b140e": { "model_module": "@jupyter-widgets/controls", "model_module_version": "1.5.0", - "model_name": "DescriptionStyleModel", + "model_name": "ProgressStyleModel", "state": { "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", - "_model_name": "DescriptionStyleModel", + "_model_name": "ProgressStyleModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "StyleView", + "bar_color": null, "description_width": "" } }, - "552a96862656483590aaa46878973bb0": { + "59941d0158ac4894b3efd3b07bf2df12": { "model_module": "@jupyter-widgets/controls", "model_module_version": "1.5.0", - "model_name": "HTMLModel", + "model_name": "DescriptionStyleModel", "state": { - "_dom_classes": [], "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", - "_model_name": "HTMLModel", + "_model_name": "DescriptionStyleModel", "_view_count": null, - "_view_module": "@jupyter-widgets/controls", - "_view_module_version": "1.5.0", - "_view_name": "HTMLView", - "description": "", - "description_tooltip": null, - "layout": "IPY_MODEL_27cf9fca7e7d4b0fabb3e0f851e56d45", - "placeholder": "​", - "style": "IPY_MODEL_fabe4ff1181f43df97bc1250ca8b64fb", - "value": " 170498071/170498071 [00:01<00:00, 111116544.63it/s]" + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "StyleView", + "description_width": "" } }, - "72c69637d9894991a6d10b6fb446a7d5": { + "811fb02a898742b4bb15e8489b36f9ba": { "model_module": "@jupyter-widgets/base", "model_module_version": "1.2.0", "model_name": "LayoutModel", @@ -1246,31 +1249,7 @@ "width": null } }, - "752f9c9282e34822beb47c7c974be04f": { - "model_module": "@jupyter-widgets/controls", - "model_module_version": "1.5.0", - "model_name": "FloatProgressModel", - "state": { - "_dom_classes": [], - "_model_module": "@jupyter-widgets/controls", - "_model_module_version": "1.5.0", - "_model_name": "FloatProgressModel", - "_view_count": null, - "_view_module": "@jupyter-widgets/controls", - "_view_module_version": "1.5.0", - "_view_name": "ProgressView", - "bar_style": "success", - "description": "", - "description_tooltip": null, - "layout": "IPY_MODEL_20b7acf990ad4fb097ef4f88efa957c8", - "max": 170498071.0, - "min": 0.0, - "orientation": "horizontal", - "style": "IPY_MODEL_256f82b0920d4d4a84dfcccda25a7f39", - "value": 170498071.0 - } - }, - "d0a3c106eadb4173aed3c960af720ca4": { + "8aed06e614014bac843373a8fefe14c2": { "model_module": "@jupyter-widgets/base", "model_module_version": "1.2.0", "model_name": "LayoutModel", @@ -1322,29 +1301,28 @@ "width": null } }, - "d3c922b21f5f4910b730049faa04ef3f": { + "b70a29d30ca64ff5aeef07ce7b2f7eef": { "model_module": "@jupyter-widgets/controls", "model_module_version": "1.5.0", - "model_name": "HBoxModel", + "model_name": "HTMLModel", "state": { "_dom_classes": [], "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", - "_model_name": "HBoxModel", + "_model_name": "HTMLModel", "_view_count": null, "_view_module": "@jupyter-widgets/controls", "_view_module_version": "1.5.0", - "_view_name": "HBoxView", - "box_style": "", - "children": [ - "IPY_MODEL_2526a69b412c494e99a4fbf2e511e59a", - "IPY_MODEL_752f9c9282e34822beb47c7c974be04f", - "IPY_MODEL_552a96862656483590aaa46878973bb0" - ], - "layout": "IPY_MODEL_d0a3c106eadb4173aed3c960af720ca4" + "_view_name": "HTMLView", + "description": "", + "description_tooltip": null, + "layout": "IPY_MODEL_34a1e407fe4c4c79a38c933f10fe90d8", + "placeholder": "​", + "style": "IPY_MODEL_59941d0158ac4894b3efd3b07bf2df12", + "value": " 170498071/170498071 [00:02<00:00, 76863076.18it/s]" } }, - "fabe4ff1181f43df97bc1250ca8b64fb": { + "c0f2ff1802f644e58f6b97a3f72ad6ba": { "model_module": "@jupyter-widgets/controls", "model_module_version": "1.5.0", "model_name": "DescriptionStyleModel", @@ -1358,6 +1336,28 @@ "_view_name": "StyleView", "description_width": "" } + }, + "f5b3932ddbf444659f7f01bf72fa62ae": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "HBoxModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "HBoxModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "1.5.0", + "_view_name": "HBoxView", + "box_style": "", + "children": [ + "IPY_MODEL_3fae6e0288954396a5e078dcf5439082", + "IPY_MODEL_422d00d361b649d09f9b446f10ab4b36", + "IPY_MODEL_b70a29d30ca64ff5aeef07ce7b2f7eef" + ], + "layout": "IPY_MODEL_8aed06e614014bac843373a8fefe14c2" + } } }, "version_major": 2, diff --git a/master/.doctrees/nbsphinx/tutorials/regression.ipynb b/master/.doctrees/nbsphinx/tutorials/regression.ipynb index 06af7a4d9..3d1181585 100644 --- a/master/.doctrees/nbsphinx/tutorials/regression.ipynb +++ b/master/.doctrees/nbsphinx/tutorials/regression.ipynb @@ -94,10 +94,10 @@ "id": "2e1af7d8", "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:34:41.652747Z", - "iopub.status.busy": "2023-09-20T19:34:41.652453Z", - "iopub.status.idle": "2023-09-20T19:34:42.975564Z", - "shell.execute_reply": "2023-09-20T19:34:42.974824Z" + "iopub.execute_input": "2023-10-05T23:08:57.391185Z", + "iopub.status.busy": "2023-10-05T23:08:57.390521Z", + "iopub.status.idle": "2023-10-05T23:08:58.718933Z", + "shell.execute_reply": "2023-10-05T23:08:58.717384Z" }, "nbsphinx": "hidden" }, @@ -109,7 +109,7 @@ "dependencies = [\"cleanlab\", \"matplotlib>=3.6.0\"]\n", "\n", "if \"google.colab\" in str(get_ipython()): # Check if it's running in Google Colab\n", - " %pip install git+https://github.com/cleanlab/cleanlab.git@6d45971cf83ccc85ac31d2591c54ce6b52a27281\n", + " %pip install git+https://github.com/cleanlab/cleanlab.git@ffbddc3a9e4600852d7a9efeace6fb2b916f585e\n", " cmd = \" \".join([dep for dep in dependencies if dep != \"cleanlab\"])\n", " %pip install $cmd\n", "else:\n", @@ -135,10 +135,10 @@ "id": "4fb10b8f", "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:34:42.979866Z", - "iopub.status.busy": "2023-09-20T19:34:42.979275Z", - "iopub.status.idle": "2023-09-20T19:34:43.007424Z", - "shell.execute_reply": "2023-09-20T19:34:43.006648Z" + "iopub.execute_input": "2023-10-05T23:08:58.722802Z", + "iopub.status.busy": "2023-10-05T23:08:58.722160Z", + "iopub.status.idle": "2023-10-05T23:08:58.749048Z", + "shell.execute_reply": "2023-10-05T23:08:58.748387Z" } }, "outputs": [], @@ -157,10 +157,10 @@ "id": "284dc264", "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:34:43.011365Z", - "iopub.status.busy": "2023-09-20T19:34:43.010939Z", - "iopub.status.idle": "2023-09-20T19:34:43.016083Z", - "shell.execute_reply": "2023-09-20T19:34:43.015402Z" + "iopub.execute_input": "2023-10-05T23:08:58.752498Z", + "iopub.status.busy": "2023-10-05T23:08:58.752101Z", + "iopub.status.idle": "2023-10-05T23:08:58.757145Z", + "shell.execute_reply": "2023-10-05T23:08:58.756413Z" }, "nbsphinx": "hidden" }, @@ -191,10 +191,10 @@ "id": "0f7450db", "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:34:43.019216Z", - "iopub.status.busy": "2023-09-20T19:34:43.018750Z", - "iopub.status.idle": "2023-09-20T19:34:43.280478Z", - "shell.execute_reply": "2023-09-20T19:34:43.279716Z" + "iopub.execute_input": "2023-10-05T23:08:58.760331Z", + "iopub.status.busy": "2023-10-05T23:08:58.759903Z", + "iopub.status.idle": "2023-10-05T23:08:58.856407Z", + "shell.execute_reply": "2023-10-05T23:08:58.855073Z" } }, "outputs": [ @@ -367,10 +367,10 @@ "id": "55513fed", "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:34:43.284192Z", - "iopub.status.busy": "2023-09-20T19:34:43.283740Z", - "iopub.status.idle": "2023-09-20T19:34:43.646140Z", - "shell.execute_reply": "2023-09-20T19:34:43.645388Z" + "iopub.execute_input": "2023-10-05T23:08:58.860089Z", + "iopub.status.busy": "2023-10-05T23:08:58.859812Z", + "iopub.status.idle": "2023-10-05T23:08:59.222183Z", + "shell.execute_reply": "2023-10-05T23:08:59.221426Z" }, "nbsphinx": "hidden" }, @@ -410,10 +410,10 @@ "id": "df5a0f59", "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:34:43.649869Z", - "iopub.status.busy": "2023-09-20T19:34:43.649607Z", - "iopub.status.idle": "2023-09-20T19:34:43.932152Z", - "shell.execute_reply": "2023-09-20T19:34:43.931466Z" + "iopub.execute_input": "2023-10-05T23:08:59.225990Z", + "iopub.status.busy": "2023-10-05T23:08:59.225715Z", + "iopub.status.idle": "2023-10-05T23:08:59.509112Z", + "shell.execute_reply": "2023-10-05T23:08:59.508459Z" } }, "outputs": [ @@ -449,10 +449,10 @@ "id": "7af78a8a", "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:34:43.935767Z", - "iopub.status.busy": "2023-09-20T19:34:43.935080Z", - "iopub.status.idle": "2023-09-20T19:34:43.940828Z", - "shell.execute_reply": "2023-09-20T19:34:43.940102Z" + "iopub.execute_input": "2023-10-05T23:08:59.515188Z", + "iopub.status.busy": "2023-10-05T23:08:59.514927Z", + "iopub.status.idle": "2023-10-05T23:08:59.525437Z", + "shell.execute_reply": "2023-10-05T23:08:59.524874Z" } }, "outputs": [], @@ -470,10 +470,10 @@ "id": "9556c624", "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:34:43.943812Z", - "iopub.status.busy": "2023-09-20T19:34:43.943378Z", - "iopub.status.idle": "2023-09-20T19:34:43.951448Z", - "shell.execute_reply": "2023-09-20T19:34:43.950845Z" + "iopub.execute_input": "2023-10-05T23:08:59.528913Z", + "iopub.status.busy": "2023-10-05T23:08:59.528467Z", + "iopub.status.idle": "2023-10-05T23:08:59.537929Z", + "shell.execute_reply": "2023-10-05T23:08:59.537334Z" } }, "outputs": [], @@ -520,10 +520,10 @@ "id": "3c2f1ccc", "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:34:43.954771Z", - "iopub.status.busy": "2023-09-20T19:34:43.954362Z", - "iopub.status.idle": "2023-09-20T19:34:43.957672Z", - "shell.execute_reply": "2023-09-20T19:34:43.957113Z" + "iopub.execute_input": "2023-10-05T23:08:59.542431Z", + "iopub.status.busy": "2023-10-05T23:08:59.541271Z", + "iopub.status.idle": "2023-10-05T23:08:59.545673Z", + "shell.execute_reply": "2023-10-05T23:08:59.545127Z" } }, "outputs": [], @@ -538,10 +538,10 @@ "id": "7e1b7860", "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:34:43.962614Z", - "iopub.status.busy": "2023-09-20T19:34:43.961281Z", - "iopub.status.idle": "2023-09-20T19:34:58.991115Z", - "shell.execute_reply": "2023-09-20T19:34:58.990404Z" + "iopub.execute_input": "2023-10-05T23:08:59.549922Z", + "iopub.status.busy": "2023-10-05T23:08:59.548797Z", + "iopub.status.idle": "2023-10-05T23:09:15.573420Z", + "shell.execute_reply": "2023-10-05T23:09:15.572650Z" } }, "outputs": [], @@ -565,10 +565,10 @@ "id": "f407bd69", "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:34:58.995411Z", - "iopub.status.busy": "2023-09-20T19:34:58.994491Z", - "iopub.status.idle": "2023-09-20T19:34:59.005695Z", - "shell.execute_reply": "2023-09-20T19:34:59.005037Z" + "iopub.execute_input": "2023-10-05T23:09:15.577785Z", + "iopub.status.busy": "2023-10-05T23:09:15.577010Z", + "iopub.status.idle": "2023-10-05T23:09:15.585813Z", + "shell.execute_reply": "2023-10-05T23:09:15.585236Z" } }, "outputs": [ @@ -671,10 +671,10 @@ "id": "f7385336", "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:34:59.008742Z", - "iopub.status.busy": "2023-09-20T19:34:59.008488Z", - "iopub.status.idle": "2023-09-20T19:34:59.013255Z", - "shell.execute_reply": "2023-09-20T19:34:59.012549Z" + "iopub.execute_input": "2023-10-05T23:09:15.588868Z", + "iopub.status.busy": "2023-10-05T23:09:15.588420Z", + "iopub.status.idle": "2023-10-05T23:09:15.592625Z", + "shell.execute_reply": "2023-10-05T23:09:15.592058Z" } }, "outputs": [], @@ -689,10 +689,10 @@ "id": "59fc3091", "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:34:59.016230Z", - "iopub.status.busy": "2023-09-20T19:34:59.015847Z", - "iopub.status.idle": "2023-09-20T19:34:59.019607Z", - "shell.execute_reply": "2023-09-20T19:34:59.019052Z" + "iopub.execute_input": "2023-10-05T23:09:15.595709Z", + "iopub.status.busy": "2023-10-05T23:09:15.595274Z", + "iopub.status.idle": "2023-10-05T23:09:15.599263Z", + "shell.execute_reply": "2023-10-05T23:09:15.598700Z" } }, "outputs": [ @@ -727,10 +727,10 @@ "id": "00949977", "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:34:59.022485Z", - "iopub.status.busy": "2023-09-20T19:34:59.022092Z", - "iopub.status.idle": "2023-09-20T19:34:59.025649Z", - "shell.execute_reply": "2023-09-20T19:34:59.025071Z" + "iopub.execute_input": "2023-10-05T23:09:15.602209Z", + "iopub.status.busy": "2023-10-05T23:09:15.601749Z", + "iopub.status.idle": "2023-10-05T23:09:15.605341Z", + "shell.execute_reply": "2023-10-05T23:09:15.604753Z" } }, "outputs": [], @@ -749,10 +749,10 @@ "id": "b6c1ae3a", "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:34:59.028564Z", - "iopub.status.busy": "2023-09-20T19:34:59.028160Z", - "iopub.status.idle": "2023-09-20T19:34:59.038677Z", - "shell.execute_reply": "2023-09-20T19:34:59.038080Z" + "iopub.execute_input": "2023-10-05T23:09:15.608285Z", + "iopub.status.busy": "2023-10-05T23:09:15.607847Z", + "iopub.status.idle": "2023-10-05T23:09:15.618510Z", + "shell.execute_reply": "2023-10-05T23:09:15.617858Z" } }, "outputs": [ @@ -894,10 +894,10 @@ "id": "31c704e7", "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:34:59.041768Z", - "iopub.status.busy": "2023-09-20T19:34:59.041373Z", - "iopub.status.idle": "2023-09-20T19:34:59.280370Z", - "shell.execute_reply": "2023-09-20T19:34:59.279672Z" + "iopub.execute_input": "2023-10-05T23:09:15.621626Z", + "iopub.status.busy": "2023-10-05T23:09:15.621178Z", + "iopub.status.idle": "2023-10-05T23:09:15.835047Z", + "shell.execute_reply": "2023-10-05T23:09:15.834407Z" } }, "outputs": [ @@ -936,10 +936,10 @@ "id": "0bcc43db", "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:34:59.285400Z", - "iopub.status.busy": "2023-09-20T19:34:59.283892Z", - "iopub.status.idle": "2023-09-20T19:34:59.477515Z", - "shell.execute_reply": "2023-09-20T19:34:59.476806Z" + "iopub.execute_input": "2023-10-05T23:09:15.838323Z", + "iopub.status.busy": "2023-10-05T23:09:15.837839Z", + "iopub.status.idle": "2023-10-05T23:09:16.026597Z", + "shell.execute_reply": "2023-10-05T23:09:16.025935Z" } }, "outputs": [ @@ -995,10 +995,10 @@ "id": "7021bd68", "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:34:59.480992Z", - "iopub.status.busy": "2023-09-20T19:34:59.480549Z", - "iopub.status.idle": "2023-09-20T19:35:00.378882Z", - "shell.execute_reply": "2023-09-20T19:35:00.378183Z" + "iopub.execute_input": "2023-10-05T23:09:16.029996Z", + "iopub.status.busy": "2023-10-05T23:09:16.029523Z", + "iopub.status.idle": "2023-10-05T23:09:16.921563Z", + "shell.execute_reply": "2023-10-05T23:09:16.920856Z" } }, "outputs": [], @@ -1014,10 +1014,10 @@ "id": "d49c990b", "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:35:00.382520Z", - "iopub.status.busy": "2023-09-20T19:35:00.382033Z", - "iopub.status.idle": "2023-09-20T19:35:00.507966Z", - "shell.execute_reply": "2023-09-20T19:35:00.507286Z" + "iopub.execute_input": "2023-10-05T23:09:16.925527Z", + "iopub.status.busy": "2023-10-05T23:09:16.925035Z", + "iopub.status.idle": "2023-10-05T23:09:17.053544Z", + "shell.execute_reply": "2023-10-05T23:09:17.052298Z" } }, "outputs": [ @@ -1056,10 +1056,10 @@ "id": "95531cda", "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:35:00.512249Z", - "iopub.status.busy": "2023-09-20T19:35:00.511766Z", - "iopub.status.idle": "2023-09-20T19:35:00.523611Z", - "shell.execute_reply": "2023-09-20T19:35:00.522971Z" + "iopub.execute_input": "2023-10-05T23:09:17.057131Z", + "iopub.status.busy": "2023-10-05T23:09:17.056711Z", + "iopub.status.idle": "2023-10-05T23:09:17.068855Z", + "shell.execute_reply": "2023-10-05T23:09:17.068210Z" }, "nbsphinx": "hidden" }, diff --git a/master/.doctrees/nbsphinx/tutorials/segmentation.ipynb b/master/.doctrees/nbsphinx/tutorials/segmentation.ipynb index 57ccfef81..a2d00bbff 100644 --- a/master/.doctrees/nbsphinx/tutorials/segmentation.ipynb +++ b/master/.doctrees/nbsphinx/tutorials/segmentation.ipynb @@ -61,10 +61,10 @@ "id": "ae8a08e0", "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:35:05.614713Z", - "iopub.status.busy": "2023-09-20T19:35:05.614438Z", - "iopub.status.idle": "2023-09-20T19:35:07.538538Z", - "shell.execute_reply": "2023-09-20T19:35:07.537311Z" + "iopub.execute_input": "2023-10-05T23:09:22.521399Z", + "iopub.status.busy": "2023-10-05T23:09:22.520633Z", + "iopub.status.idle": "2023-10-05T23:09:24.565608Z", + "shell.execute_reply": "2023-10-05T23:09:24.564388Z" } }, "outputs": [], @@ -79,10 +79,10 @@ "id": "58fd4c55", "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:35:07.543598Z", - "iopub.status.busy": "2023-09-20T19:35:07.542984Z", - "iopub.status.idle": "2023-09-20T19:35:58.013913Z", - "shell.execute_reply": "2023-09-20T19:35:58.012690Z" + "iopub.execute_input": "2023-10-05T23:09:24.570823Z", + "iopub.status.busy": "2023-10-05T23:09:24.569995Z", + "iopub.status.idle": "2023-10-05T23:10:21.016128Z", + "shell.execute_reply": "2023-10-05T23:10:21.015061Z" } }, "outputs": [], @@ -97,10 +97,10 @@ "id": "439b0305", "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:35:58.018836Z", - "iopub.status.busy": "2023-09-20T19:35:58.018090Z", - "iopub.status.idle": "2023-09-20T19:35:59.248462Z", - "shell.execute_reply": "2023-09-20T19:35:59.247664Z" + "iopub.execute_input": "2023-10-05T23:10:21.020715Z", + "iopub.status.busy": "2023-10-05T23:10:21.020164Z", + "iopub.status.idle": "2023-10-05T23:10:22.268392Z", + "shell.execute_reply": "2023-10-05T23:10:22.267642Z" }, "nbsphinx": "hidden" }, @@ -111,7 +111,7 @@ "dependencies = [\"cleanlab\"]\n", "\n", "if \"google.colab\" in str(get_ipython()): # Check if it's running in Google Colab\n", - " %pip install git+https://github.com/cleanlab/cleanlab.git@6d45971cf83ccc85ac31d2591c54ce6b52a27281\n", + " %pip install git+https://github.com/cleanlab/cleanlab.git@ffbddc3a9e4600852d7a9efeace6fb2b916f585e\n", " cmd = ' '.join([dep for dep in dependencies if dep != \"cleanlab\"])\n", " %pip install $cmd\n", "else:\n", @@ -137,10 +137,10 @@ "id": "a1349304", "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:35:59.252883Z", - "iopub.status.busy": "2023-09-20T19:35:59.252289Z", - "iopub.status.idle": "2023-09-20T19:35:59.257229Z", - "shell.execute_reply": "2023-09-20T19:35:59.256543Z" + "iopub.execute_input": "2023-10-05T23:10:22.272180Z", + "iopub.status.busy": "2023-10-05T23:10:22.271593Z", + "iopub.status.idle": "2023-10-05T23:10:22.275807Z", + "shell.execute_reply": "2023-10-05T23:10:22.275127Z" } }, "outputs": [], @@ -203,10 +203,10 @@ "id": "07dc5678", "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:35:59.260107Z", - "iopub.status.busy": "2023-09-20T19:35:59.259867Z", - "iopub.status.idle": "2023-09-20T19:35:59.264761Z", - "shell.execute_reply": "2023-09-20T19:35:59.264068Z" + "iopub.execute_input": "2023-10-05T23:10:22.279135Z", + "iopub.status.busy": "2023-10-05T23:10:22.278500Z", + "iopub.status.idle": "2023-10-05T23:10:22.283343Z", + "shell.execute_reply": "2023-10-05T23:10:22.282618Z" } }, "outputs": [ @@ -247,10 +247,10 @@ "id": "25ebe22a", "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:35:59.267805Z", - "iopub.status.busy": "2023-09-20T19:35:59.267416Z", - "iopub.status.idle": "2023-09-20T19:35:59.271907Z", - "shell.execute_reply": "2023-09-20T19:35:59.271189Z" + "iopub.execute_input": "2023-10-05T23:10:22.286462Z", + "iopub.status.busy": "2023-10-05T23:10:22.285991Z", + "iopub.status.idle": "2023-10-05T23:10:22.290399Z", + "shell.execute_reply": "2023-10-05T23:10:22.289660Z" } }, "outputs": [ @@ -290,10 +290,10 @@ "id": "3faedea9", "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:35:59.274893Z", - "iopub.status.busy": "2023-09-20T19:35:59.274447Z", - "iopub.status.idle": "2023-09-20T19:35:59.278154Z", - "shell.execute_reply": "2023-09-20T19:35:59.277437Z" + "iopub.execute_input": "2023-10-05T23:10:22.293954Z", + "iopub.status.busy": "2023-10-05T23:10:22.293499Z", + "iopub.status.idle": "2023-10-05T23:10:22.296999Z", + "shell.execute_reply": "2023-10-05T23:10:22.296301Z" } }, "outputs": [], @@ -333,10 +333,10 @@ "id": "2c2ad9ad", "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:35:59.281240Z", - "iopub.status.busy": "2023-09-20T19:35:59.280816Z", - "iopub.status.idle": "2023-09-20T19:37:03.073450Z", - "shell.execute_reply": "2023-09-20T19:37:03.072544Z" + "iopub.execute_input": "2023-10-05T23:10:22.300129Z", + "iopub.status.busy": "2023-10-05T23:10:22.299679Z", + "iopub.status.idle": "2023-10-05T23:11:30.236133Z", + "shell.execute_reply": "2023-10-05T23:11:30.235017Z" } }, "outputs": [ @@ -350,7 +350,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "dfb4d1bc482e48959d60e3c98e111be2", + "model_id": "c51daf5b9f5946a2af825a553d6f6b8e", "version_major": 2, "version_minor": 0 }, @@ -364,7 +364,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "10b3d50f2b064586a24b2d96673924be", + "model_id": "268188bdb7914bcd896f0e5d8d0de2f2", "version_major": 2, "version_minor": 0 }, @@ -407,10 +407,10 @@ "id": "95dc7268", "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:37:03.078055Z", - "iopub.status.busy": "2023-09-20T19:37:03.077487Z", - "iopub.status.idle": "2023-09-20T19:37:04.056528Z", - "shell.execute_reply": "2023-09-20T19:37:04.055655Z" + "iopub.execute_input": "2023-10-05T23:11:30.240858Z", + "iopub.status.busy": "2023-10-05T23:11:30.240242Z", + "iopub.status.idle": "2023-10-05T23:11:31.241983Z", + "shell.execute_reply": "2023-10-05T23:11:31.241089Z" } }, "outputs": [ @@ -453,10 +453,10 @@ "id": "57fed473", "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:37:04.061473Z", - "iopub.status.busy": "2023-09-20T19:37:04.059987Z", - "iopub.status.idle": "2023-09-20T19:37:07.043360Z", - "shell.execute_reply": "2023-09-20T19:37:07.042467Z" + "iopub.execute_input": "2023-10-05T23:11:31.245967Z", + "iopub.status.busy": "2023-10-05T23:11:31.245268Z", + "iopub.status.idle": "2023-10-05T23:11:34.281785Z", + "shell.execute_reply": "2023-10-05T23:11:34.280480Z" } }, "outputs": [ @@ -526,10 +526,10 @@ "id": "e4a006bd", "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:37:07.047026Z", - "iopub.status.busy": "2023-09-20T19:37:07.046585Z", - "iopub.status.idle": "2023-09-20T19:37:46.056507Z", - "shell.execute_reply": "2023-09-20T19:37:46.055873Z" + "iopub.execute_input": "2023-10-05T23:11:34.285105Z", + "iopub.status.busy": "2023-10-05T23:11:34.284846Z", + "iopub.status.idle": "2023-10-05T23:12:12.543682Z", + "shell.execute_reply": "2023-10-05T23:12:12.543062Z" } }, "outputs": [ @@ -546,7 +546,7 @@ "output_type": "stream", "text": [ "\r", - " 0%| | 12799/4997436 [00:00<00:38, 127976.70it/s]" + " 0%| | 13002/4997436 [00:00<00:38, 130004.94it/s]" ] }, { @@ -554,7 +554,7 @@ "output_type": "stream", "text": [ "\r", - " 1%| | 25671/4997436 [00:00<00:38, 128373.84it/s]" + " 1%| | 26115/4997436 [00:00<00:38, 130662.75it/s]" ] }, { @@ -562,7 +562,7 @@ "output_type": "stream", "text": [ "\r", - " 1%| | 38564/4997436 [00:00<00:38, 128624.86it/s]" + " 1%| | 39185/4997436 [00:00<00:37, 130674.69it/s]" ] }, { @@ -570,7 +570,7 @@ "output_type": "stream", "text": [ "\r", - " 1%| | 51513/4997436 [00:00<00:38, 128963.86it/s]" + " 1%| | 52334/4997436 [00:00<00:37, 130990.81it/s]" ] }, { @@ -578,7 +578,7 @@ "output_type": "stream", "text": [ "\r", - " 1%|▏ | 64410/4997436 [00:00<00:38, 128925.67it/s]" + " 1%|▏ | 65560/4997436 [00:00<00:37, 131443.53it/s]" ] }, { @@ -586,7 +586,7 @@ "output_type": "stream", "text": [ "\r", - " 2%|▏ | 77303/4997436 [00:00<00:38, 128704.70it/s]" + " 2%|▏ | 78757/4997436 [00:00<00:37, 131619.15it/s]" ] }, { @@ -594,7 +594,7 @@ "output_type": "stream", "text": [ "\r", - " 2%|▏ | 90174/4997436 [00:00<00:38, 128121.36it/s]" + " 2%|▏ | 91919/4997436 [00:00<00:37, 131110.68it/s]" ] }, { @@ -602,7 +602,7 @@ "output_type": "stream", "text": [ "\r", - " 2%|▏ | 103052/4997436 [00:00<00:38, 128327.52it/s]" + " 2%|▏ | 105061/4997436 [00:00<00:37, 131205.15it/s]" ] }, { @@ -610,7 +610,7 @@ "output_type": "stream", "text": [ "\r", - " 2%|▏ | 115899/4997436 [00:00<00:38, 128369.02it/s]" + " 2%|▏ | 118182/4997436 [00:00<00:37, 130996.98it/s]" ] }, { @@ -618,7 +618,7 @@ "output_type": "stream", "text": [ "\r", - " 3%|▎ | 128737/4997436 [00:01<00:37, 128240.55it/s]" + " 3%|▎ | 131282/4997436 [00:01<00:37, 130435.45it/s]" ] }, { @@ -626,7 +626,7 @@ "output_type": "stream", "text": [ "\r", - " 3%|▎ | 141655/4997436 [00:01<00:37, 128522.93it/s]" + " 3%|▎ | 144327/4997436 [00:01<00:37, 129903.83it/s]" ] }, { @@ -634,7 +634,7 @@ "output_type": "stream", "text": [ "\r", - " 3%|▎ | 154508/4997436 [00:01<00:37, 128219.51it/s]" + " 3%|▎ | 157412/4997436 [00:01<00:37, 130187.23it/s]" ] }, { @@ -642,7 +642,7 @@ "output_type": "stream", "text": [ "\r", - " 3%|▎ | 167331/4997436 [00:01<00:37, 127808.61it/s]" + " 3%|▎ | 170475/4997436 [00:01<00:37, 130318.48it/s]" ] }, { @@ -650,7 +650,7 @@ "output_type": "stream", "text": [ "\r", - " 4%|▎ | 180243/4997436 [00:01<00:37, 128198.61it/s]" + " 4%|▎ | 183521/4997436 [00:01<00:36, 130357.21it/s]" ] }, { @@ -658,7 +658,7 @@ "output_type": "stream", "text": [ "\r", - " 4%|▍ | 193153/4997436 [00:01<00:37, 128464.69it/s]" + " 4%|▍ | 196864/4997436 [00:01<00:36, 131276.91it/s]" ] }, { @@ -666,7 +666,7 @@ "output_type": "stream", "text": [ "\r", - " 4%|▍ | 206237/4997436 [00:01<00:37, 129173.69it/s]" + " 4%|▍ | 210102/4997436 [00:01<00:36, 131603.76it/s]" ] }, { @@ -674,7 +674,7 @@ "output_type": "stream", "text": [ "\r", - " 4%|▍ | 219170/4997436 [00:01<00:36, 129217.88it/s]" + " 4%|▍ | 223277/4997436 [00:01<00:36, 131644.71it/s]" ] }, { @@ -682,7 +682,7 @@ "output_type": "stream", "text": [ "\r", - " 5%|▍ | 232159/4997436 [00:01<00:36, 129415.32it/s]" + " 5%|▍ | 236553/4997436 [00:01<00:36, 131975.65it/s]" ] }, { @@ -690,7 +690,7 @@ "output_type": "stream", "text": [ "\r", - " 5%|▍ | 245101/4997436 [00:01<00:36, 129249.19it/s]" + " 5%|▌ | 249959/4997436 [00:01<00:35, 132599.18it/s]" ] }, { @@ -698,7 +698,7 @@ "output_type": "stream", "text": [ "\r", - " 5%|▌ | 258027/4997436 [00:02<00:36, 129243.78it/s]" + " 5%|▌ | 263575/4997436 [00:02<00:35, 133663.77it/s]" ] }, { @@ -706,7 +706,7 @@ "output_type": "stream", "text": [ "\r", - " 5%|▌ | 270963/4997436 [00:02<00:36, 129274.41it/s]" + " 6%|▌ | 276942/4997436 [00:02<00:35, 132892.90it/s]" ] }, { @@ -714,7 +714,7 @@ "output_type": "stream", "text": [ "\r", - " 6%|▌ | 283936/4997436 [00:02<00:36, 129406.36it/s]" + " 6%|▌ | 290391/4997436 [00:02<00:35, 133366.98it/s]" ] }, { @@ -722,7 +722,7 @@ "output_type": "stream", "text": [ "\r", - " 6%|▌ | 296877/4997436 [00:02<00:36, 129339.60it/s]" + " 6%|▌ | 303729/4997436 [00:02<00:35, 133034.89it/s]" ] }, { @@ -730,7 +730,7 @@ "output_type": "stream", "text": [ "\r", - " 6%|▌ | 309816/4997436 [00:02<00:36, 129351.33it/s]" + " 6%|▋ | 317102/4997436 [00:02<00:35, 133240.51it/s]" ] }, { @@ -738,7 +738,7 @@ "output_type": "stream", "text": [ "\r", - " 6%|▋ | 322752/4997436 [00:02<00:36, 128988.68it/s]" + " 7%|▋ | 330427/4997436 [00:02<00:35, 130540.07it/s]" ] }, { @@ -746,7 +746,7 @@ "output_type": "stream", "text": [ "\r", - " 7%|▋ | 335718/4997436 [00:02<00:36, 129185.69it/s]" + " 7%|▋ | 343834/4997436 [00:02<00:35, 131578.90it/s]" ] }, { @@ -754,7 +754,7 @@ "output_type": "stream", "text": [ "\r", - " 7%|▋ | 348698/4997436 [00:02<00:35, 129365.29it/s]" + " 7%|▋ | 357222/4997436 [00:02<00:35, 132257.33it/s]" ] }, { @@ -762,7 +762,7 @@ "output_type": "stream", "text": [ "\r", - " 7%|▋ | 361799/4997436 [00:02<00:35, 129854.55it/s]" + " 7%|▋ | 370528/4997436 [00:02<00:34, 132493.99it/s]" ] }, { @@ -770,7 +770,7 @@ "output_type": "stream", "text": [ "\r", - " 8%|▊ | 374829/4997436 [00:02<00:35, 129983.84it/s]" + " 8%|▊ | 384109/4997436 [00:02<00:34, 133480.59it/s]" ] }, { @@ -778,7 +778,7 @@ "output_type": "stream", "text": [ "\r", - " 8%|▊ | 387828/4997436 [00:03<00:35, 129352.07it/s]" + " 8%|▊ | 397462/4997436 [00:03<00:34, 133269.99it/s]" ] }, { @@ -786,7 +786,7 @@ "output_type": "stream", "text": [ "\r", - " 8%|▊ | 400764/4997436 [00:03<00:35, 129341.11it/s]" + " 8%|▊ | 411060/4997436 [00:03<00:34, 134075.91it/s]" ] }, { @@ -794,7 +794,7 @@ "output_type": "stream", "text": [ "\r", - " 8%|▊ | 413732/4997436 [00:03<00:35, 129439.86it/s]" + " 8%|▊ | 424471/4997436 [00:03<00:34, 133281.99it/s]" ] }, { @@ -802,7 +802,7 @@ "output_type": "stream", "text": [ "\r", - " 9%|▊ | 426752/4997436 [00:03<00:35, 129665.55it/s]" + " 9%|▉ | 437802/4997436 [00:03<00:34, 133054.68it/s]" ] }, { @@ -810,7 +810,7 @@ "output_type": "stream", "text": [ "\r", - " 9%|▉ | 439756/4997436 [00:03<00:35, 129775.08it/s]" + " 9%|▉ | 451110/4997436 [00:03<00:34, 132918.85it/s]" ] }, { @@ -818,7 +818,7 @@ "output_type": "stream", "text": [ "\r", - " 9%|▉ | 452774/4997436 [00:03<00:34, 129893.78it/s]" + " 9%|▉ | 464517/4997436 [00:03<00:34, 133260.16it/s]" ] }, { @@ -826,7 +826,7 @@ "output_type": "stream", "text": [ "\r", - " 9%|▉ | 465764/4997436 [00:03<00:34, 129560.92it/s]" + " 10%|▉ | 477966/4997436 [00:03<00:33, 133625.37it/s]" ] }, { @@ -834,7 +834,7 @@ "output_type": "stream", "text": [ "\r", - " 10%|▉ | 478721/4997436 [00:03<00:35, 129068.52it/s]" + " 10%|▉ | 491330/4997436 [00:03<00:33, 133361.80it/s]" ] }, { @@ -842,7 +842,7 @@ "output_type": "stream", "text": [ "\r", - " 10%|▉ | 491717/4997436 [00:03<00:34, 129331.81it/s]" + " 10%|█ | 504667/4997436 [00:03<00:33, 133047.50it/s]" ] }, { @@ -850,7 +850,7 @@ "output_type": "stream", "text": [ "\r", - " 10%|█ | 504651/4997436 [00:03<00:34, 129317.24it/s]" + " 10%|█ | 517973/4997436 [00:03<00:33, 132954.45it/s]" ] }, { @@ -858,7 +858,7 @@ "output_type": "stream", "text": [ "\r", - " 10%|█ | 517584/4997436 [00:04<00:34, 128858.06it/s]" + " 11%|█ | 531298/4997436 [00:04<00:33, 133041.26it/s]" ] }, { @@ -866,7 +866,7 @@ "output_type": "stream", "text": [ "\r", - " 11%|█ | 530471/4997436 [00:04<00:34, 128553.79it/s]" + " 11%|█ | 544603/4997436 [00:04<00:33, 132852.87it/s]" ] }, { @@ -874,7 +874,7 @@ "output_type": "stream", "text": [ "\r", - " 11%|█ | 543331/4997436 [00:04<00:34, 128563.23it/s]" + " 11%|█ | 558035/4997436 [00:04<00:33, 133288.40it/s]" ] }, { @@ -882,7 +882,7 @@ "output_type": "stream", "text": [ "\r", - " 11%|█ | 556188/4997436 [00:04<00:34, 128456.76it/s]" + " 11%|█▏ | 571365/4997436 [00:04<00:33, 132886.60it/s]" ] }, { @@ -890,7 +890,7 @@ "output_type": "stream", "text": [ "\r", - " 11%|█▏ | 569050/4997436 [00:04<00:34, 128503.25it/s]" + " 12%|█▏ | 584655/4997436 [00:04<00:33, 132711.00it/s]" ] }, { @@ -898,7 +898,7 @@ "output_type": "stream", "text": [ "\r", - " 12%|█▏ | 581901/4997436 [00:04<00:34, 128377.93it/s]" + " 12%|█▏ | 598032/4997436 [00:04<00:33, 133023.04it/s]" ] }, { @@ -906,7 +906,7 @@ "output_type": "stream", "text": [ "\r", - " 12%|█▏ | 594739/4997436 [00:04<00:34, 128183.16it/s]" + " 12%|█▏ | 611335/4997436 [00:04<00:33, 131874.76it/s]" ] }, { @@ -914,7 +914,7 @@ "output_type": "stream", "text": [ "\r", - " 12%|█▏ | 607678/4997436 [00:04<00:34, 128540.02it/s]" + " 12%|█▏ | 624525/4997436 [00:04<00:33, 131643.40it/s]" ] }, { @@ -922,7 +922,7 @@ "output_type": "stream", "text": [ "\r", - " 12%|█▏ | 620533/4997436 [00:04<00:34, 128300.66it/s]" + " 13%|█▎ | 637868/4997436 [00:04<00:32, 132174.15it/s]" ] }, { @@ -930,7 +930,7 @@ "output_type": "stream", "text": [ "\r", - " 13%|█▎ | 633366/4997436 [00:04<00:34, 128305.36it/s]" + " 13%|█▎ | 651228/4997436 [00:04<00:32, 132596.63it/s]" ] }, { @@ -938,7 +938,7 @@ "output_type": "stream", "text": [ "\r", - " 13%|█▎ | 646197/4997436 [00:05<00:33, 128262.28it/s]" + " 13%|█▎ | 664489/4997436 [00:05<00:32, 132410.93it/s]" ] }, { @@ -946,7 +946,7 @@ "output_type": "stream", "text": [ "\r", - " 13%|█▎ | 659024/4997436 [00:05<00:33, 128257.30it/s]" + " 14%|█▎ | 677731/4997436 [00:05<00:32, 131916.68it/s]" ] }, { @@ -954,7 +954,7 @@ "output_type": "stream", "text": [ "\r", - " 13%|█▎ | 672039/4997436 [00:05<00:33, 128821.21it/s]" + " 14%|█▍ | 690924/4997436 [00:05<00:33, 129962.27it/s]" ] }, { @@ -962,7 +962,7 @@ "output_type": "stream", "text": [ "\r", - " 14%|█▎ | 684922/4997436 [00:05<00:33, 128621.28it/s]" + " 14%|█▍ | 704296/4997436 [00:05<00:32, 131071.75it/s]" ] }, { @@ -970,7 +970,7 @@ "output_type": "stream", "text": [ "\r", - " 14%|█▍ | 697812/4997436 [00:05<00:33, 128701.39it/s]" + " 14%|█▍ | 717641/4997436 [00:05<00:32, 131775.02it/s]" ] }, { @@ -978,7 +978,7 @@ "output_type": "stream", "text": [ "\r", - " 14%|█▍ | 710683/4997436 [00:05<00:33, 128414.11it/s]" + " 15%|█▍ | 730838/4997436 [00:05<00:32, 131828.19it/s]" ] }, { @@ -986,7 +986,7 @@ "output_type": "stream", "text": [ "\r", - " 14%|█▍ | 723525/4997436 [00:05<00:33, 128193.54it/s]" + " 15%|█▍ | 744130/4997436 [00:05<00:32, 132151.26it/s]" ] }, { @@ -994,7 +994,7 @@ "output_type": "stream", "text": [ "\r", - " 15%|█▍ | 736345/4997436 [00:05<00:33, 127159.49it/s]" + " 15%|█▌ | 757348/4997436 [00:05<00:32, 131679.60it/s]" ] }, { @@ -1002,7 +1002,7 @@ "output_type": "stream", "text": [ "\r", - " 15%|█▍ | 749352/4997436 [00:05<00:33, 128022.42it/s]" + " 15%|█▌ | 770711/4997436 [00:05<00:31, 132257.54it/s]" ] }, { @@ -1010,7 +1010,7 @@ "output_type": "stream", "text": [ "\r", - " 15%|█▌ | 762210/4997436 [00:05<00:33, 128185.90it/s]" + " 16%|█▌ | 784055/4997436 [00:05<00:31, 132608.34it/s]" ] }, { @@ -1018,7 +1018,7 @@ "output_type": "stream", "text": [ "\r", - " 16%|█▌ | 775197/4997436 [00:06<00:32, 128685.76it/s]" + " 16%|█▌ | 797368/4997436 [00:06<00:31, 132762.12it/s]" ] }, { @@ -1026,7 +1026,7 @@ "output_type": "stream", "text": [ "\r", - " 16%|█▌ | 788086/4997436 [00:06<00:32, 128743.69it/s]" + " 16%|█▌ | 810690/4997436 [00:06<00:31, 132897.20it/s]" ] }, { @@ -1034,7 +1034,7 @@ "output_type": "stream", "text": [ "\r", - " 16%|█▌ | 801062/4997436 [00:06<00:32, 129044.91it/s]" + " 16%|█▋ | 823981/4997436 [00:06<00:31, 132878.48it/s]" ] }, { @@ -1042,7 +1042,7 @@ "output_type": "stream", "text": [ "\r", - " 16%|█▋ | 814002/4997436 [00:06<00:32, 129147.73it/s]" + " 17%|█▋ | 837270/4997436 [00:06<00:31, 132505.23it/s]" ] }, { @@ -1050,7 +1050,7 @@ "output_type": "stream", "text": [ "\r", - " 17%|█▋ | 826918/4997436 [00:06<00:32, 129084.29it/s]" + " 17%|█▋ | 850643/4997436 [00:06<00:31, 132867.17it/s]" ] }, { @@ -1058,7 +1058,7 @@ "output_type": "stream", "text": [ "\r", - " 17%|█▋ | 839948/4997436 [00:06<00:32, 129445.33it/s]" + " 17%|█▋ | 863988/4997436 [00:06<00:31, 133039.16it/s]" ] }, { @@ -1066,7 +1066,7 @@ "output_type": "stream", "text": [ "\r", - " 17%|█▋ | 853012/4997436 [00:06<00:31, 129800.54it/s]" + " 18%|█▊ | 877391/4997436 [00:06<00:30, 133333.67it/s]" ] }, { @@ -1074,7 +1074,7 @@ "output_type": "stream", "text": [ "\r", - " 17%|█▋ | 865993/4997436 [00:06<00:32, 128900.92it/s]" + " 18%|█▊ | 890910/4997436 [00:06<00:30, 133887.02it/s]" ] }, { @@ -1082,7 +1082,7 @@ "output_type": "stream", "text": [ "\r", - " 18%|█▊ | 878885/4997436 [00:06<00:31, 128807.03it/s]" + " 18%|█▊ | 904299/4997436 [00:06<00:30, 133728.80it/s]" ] }, { @@ -1090,7 +1090,7 @@ "output_type": "stream", "text": [ "\r", - " 18%|█▊ | 891920/4997436 [00:06<00:31, 129265.79it/s]" + " 18%|█▊ | 917673/4997436 [00:06<00:30, 133657.63it/s]" ] }, { @@ -1098,7 +1098,7 @@ "output_type": "stream", "text": [ "\r", - " 18%|█▊ | 904917/4997436 [00:07<00:31, 129472.22it/s]" + " 19%|█▊ | 931039/4997436 [00:07<00:30, 133374.94it/s]" ] }, { @@ -1106,7 +1106,7 @@ "output_type": "stream", "text": [ "\r", - " 18%|█▊ | 917865/4997436 [00:07<00:31, 129353.18it/s]" + " 19%|█▉ | 944377/4997436 [00:07<00:30, 133039.87it/s]" ] }, { @@ -1114,7 +1114,7 @@ "output_type": "stream", "text": [ "\r", - " 19%|█▊ | 930801/4997436 [00:07<00:31, 129232.76it/s]" + " 19%|█▉ | 957682/4997436 [00:07<00:30, 132645.36it/s]" ] }, { @@ -1122,7 +1122,7 @@ "output_type": "stream", "text": [ "\r", - " 19%|█▉ | 943750/4997436 [00:07<00:31, 129307.22it/s]" + " 19%|█▉ | 971007/4997436 [00:07<00:30, 132822.48it/s]" ] }, { @@ -1130,7 +1130,7 @@ "output_type": "stream", "text": [ "\r", - " 19%|█▉ | 956681/4997436 [00:07<00:31, 128865.60it/s]" + " 20%|█▉ | 984363/4997436 [00:07<00:30, 133039.37it/s]" ] }, { @@ -1138,7 +1138,7 @@ "output_type": "stream", "text": [ "\r", - " 19%|█▉ | 969569/4997436 [00:07<00:31, 128608.59it/s]" + " 20%|█▉ | 997687/4997436 [00:07<00:30, 133096.99it/s]" ] }, { @@ -1146,7 +1146,7 @@ "output_type": "stream", "text": [ "\r", - " 20%|█▉ | 982597/4997436 [00:07<00:31, 129103.62it/s]" + " 20%|██ | 1010997/4997436 [00:07<00:29, 133050.14it/s]" ] }, { @@ -1154,7 +1154,7 @@ "output_type": "stream", "text": [ "\r", - " 20%|█▉ | 995578/4997436 [00:07<00:30, 129310.01it/s]" + " 21%|██ | 1024500/4997436 [00:07<00:29, 133639.32it/s]" ] }, { @@ -1162,7 +1162,7 @@ "output_type": "stream", "text": [ "\r", - " 20%|██ | 1008510/4997436 [00:07<00:30, 128954.20it/s]" + " 21%|██ | 1037959/4997436 [00:07<00:29, 133919.69it/s]" ] }, { @@ -1170,7 +1170,7 @@ "output_type": "stream", "text": [ "\r", - " 20%|██ | 1021406/4997436 [00:07<00:30, 128551.18it/s]" + " 21%|██ | 1051352/4997436 [00:07<00:29, 133858.62it/s]" ] }, { @@ -1178,7 +1178,7 @@ "output_type": "stream", "text": [ "\r", - " 21%|██ | 1034437/4997436 [00:08<00:30, 129074.19it/s]" + " 21%|██▏ | 1064738/4997436 [00:08<00:29, 133852.18it/s]" ] }, { @@ -1186,7 +1186,7 @@ "output_type": "stream", "text": [ "\r", - " 21%|██ | 1047459/4997436 [00:08<00:30, 129411.90it/s]" + " 22%|██▏ | 1078208/4997436 [00:08<00:29, 134103.92it/s]" ] }, { @@ -1194,7 +1194,7 @@ "output_type": "stream", "text": [ "\r", - " 21%|██ | 1060487/4997436 [00:08<00:30, 129667.15it/s]" + " 22%|██▏ | 1091619/4997436 [00:08<00:29, 133037.84it/s]" ] }, { @@ -1202,7 +1202,7 @@ "output_type": "stream", "text": [ "\r", - " 21%|██▏ | 1073469/4997436 [00:08<00:30, 129709.36it/s]" + " 22%|██▏ | 1104925/4997436 [00:08<00:29, 132531.00it/s]" ] }, { @@ -1210,7 +1210,7 @@ "output_type": "stream", "text": [ "\r", - " 22%|██▏ | 1086461/4997436 [00:08<00:30, 129768.71it/s]" + " 22%|██▏ | 1118180/4997436 [00:08<00:29, 132231.23it/s]" ] }, { @@ -1218,7 +1218,7 @@ "output_type": "stream", "text": [ "\r", - " 22%|██▏ | 1099439/4997436 [00:08<00:30, 129499.85it/s]" + " 23%|██▎ | 1131405/4997436 [00:08<00:29, 131841.00it/s]" ] }, { @@ -1226,7 +1226,7 @@ "output_type": "stream", "text": [ "\r", - " 22%|██▏ | 1112390/4997436 [00:08<00:30, 128765.24it/s]" + " 23%|██▎ | 1144590/4997436 [00:08<00:29, 131071.74it/s]" ] }, { @@ -1234,7 +1234,7 @@ "output_type": "stream", "text": [ "\r", - " 23%|██▎ | 1125268/4997436 [00:08<00:30, 128700.83it/s]" + " 23%|██▎ | 1157699/4997436 [00:08<00:29, 130810.65it/s]" ] }, { @@ -1242,7 +1242,7 @@ "output_type": "stream", "text": [ "\r", - " 23%|██▎ | 1138139/4997436 [00:08<00:30, 128553.35it/s]" + " 23%|██▎ | 1170836/4997436 [00:08<00:29, 130974.72it/s]" ] }, { @@ -1250,7 +1250,7 @@ "output_type": "stream", "text": [ "\r", - " 23%|██▎ | 1151024/4997436 [00:08<00:29, 128639.94it/s]" + " 24%|██▎ | 1183935/4997436 [00:08<00:29, 128920.06it/s]" ] }, { @@ -1258,7 +1258,7 @@ "output_type": "stream", "text": [ "\r", - " 23%|██▎ | 1163889/4997436 [00:09<00:29, 128004.70it/s]" + " 24%|██▍ | 1197191/4997436 [00:09<00:29, 129993.68it/s]" ] }, { @@ -1266,7 +1266,7 @@ "output_type": "stream", "text": [ "\r", - " 24%|██▎ | 1176838/4997436 [00:09<00:29, 128444.85it/s]" + " 24%|██▍ | 1210390/4997436 [00:09<00:29, 130582.79it/s]" ] }, { @@ -1274,7 +1274,7 @@ "output_type": "stream", "text": [ "\r", - " 24%|██▍ | 1189714/4997436 [00:09<00:29, 128536.14it/s]" + " 24%|██▍ | 1223554/4997436 [00:09<00:28, 130894.61it/s]" ] }, { @@ -1282,7 +1282,7 @@ "output_type": "stream", "text": [ "\r", - " 24%|██▍ | 1202569/4997436 [00:09<00:29, 128411.71it/s]" + " 25%|██▍ | 1236725/4997436 [00:09<00:28, 131134.55it/s]" ] }, { @@ -1290,7 +1290,7 @@ "output_type": "stream", "text": [ "\r", - " 24%|██▍ | 1215411/4997436 [00:09<00:29, 128309.32it/s]" + " 25%|██▌ | 1249842/4997436 [00:09<00:28, 130412.44it/s]" ] }, { @@ -1298,7 +1298,7 @@ "output_type": "stream", "text": [ "\r", - " 25%|██▍ | 1228260/4997436 [00:09<00:29, 128361.42it/s]" + " 25%|██▌ | 1263044/4997436 [00:09<00:28, 130888.20it/s]" ] }, { @@ -1306,7 +1306,7 @@ "output_type": "stream", "text": [ "\r", - " 25%|██▍ | 1241097/4997436 [00:09<00:29, 128302.55it/s]" + " 26%|██▌ | 1276206/4997436 [00:09<00:28, 131103.79it/s]" ] }, { @@ -1314,7 +1314,7 @@ "output_type": "stream", "text": [ "\r", - " 25%|██▌ | 1253928/4997436 [00:09<00:29, 128252.79it/s]" + " 26%|██▌ | 1289541/4997436 [00:09<00:28, 131771.31it/s]" ] }, { @@ -1322,7 +1322,7 @@ "output_type": "stream", "text": [ "\r", - " 25%|██▌ | 1266891/4997436 [00:09<00:28, 128660.94it/s]" + " 26%|██▌ | 1302779/4997436 [00:09<00:28, 131950.34it/s]" ] }, { @@ -1330,7 +1330,7 @@ "output_type": "stream", "text": [ "\r", - " 26%|██▌ | 1279867/4997436 [00:09<00:28, 128985.31it/s]" + " 26%|██▋ | 1316050/4997436 [00:09<00:27, 132174.89it/s]" ] }, { @@ -1338,7 +1338,7 @@ "output_type": "stream", "text": [ "\r", - " 26%|██▌ | 1292766/4997436 [00:10<00:28, 128722.24it/s]" + " 27%|██▋ | 1329464/4997436 [00:10<00:27, 132761.42it/s]" ] }, { @@ -1346,7 +1346,7 @@ "output_type": "stream", "text": [ "\r", - " 26%|██▌ | 1305711/4997436 [00:10<00:28, 128937.97it/s]" + " 27%|██▋ | 1342741/4997436 [00:10<00:27, 132411.71it/s]" ] }, { @@ -1354,7 +1354,7 @@ "output_type": "stream", "text": [ "\r", - " 26%|██▋ | 1318675/4997436 [00:10<00:28, 129144.73it/s]" + " 27%|██▋ | 1356003/4997436 [00:10<00:27, 132471.53it/s]" ] }, { @@ -1362,7 +1362,7 @@ "output_type": "stream", "text": [ "\r", - " 27%|██▋ | 1331704/4997436 [00:10<00:28, 129484.04it/s]" + " 27%|██▋ | 1369385/4997436 [00:10<00:27, 132872.76it/s]" ] }, { @@ -1370,7 +1370,7 @@ "output_type": "stream", "text": [ "\r", - " 27%|██▋ | 1344653/4997436 [00:10<00:28, 129461.62it/s]" + " 28%|██▊ | 1382779/4997436 [00:10<00:27, 133190.68it/s]" ] }, { @@ -1378,7 +1378,7 @@ "output_type": "stream", "text": [ "\r", - " 27%|██▋ | 1357600/4997436 [00:10<00:28, 129234.24it/s]" + " 28%|██▊ | 1396174/4997436 [00:10<00:26, 133415.36it/s]" ] }, { @@ -1386,7 +1386,7 @@ "output_type": "stream", "text": [ "\r", - " 27%|██▋ | 1370558/4997436 [00:10<00:28, 129333.31it/s]" + " 28%|██▊ | 1409569/4997436 [00:10<00:26, 133571.40it/s]" ] }, { @@ -1394,7 +1394,7 @@ "output_type": "stream", "text": [ "\r", - " 28%|██▊ | 1383532/4997436 [00:10<00:27, 129452.61it/s]" + " 28%|██▊ | 1422927/4997436 [00:10<00:26, 133124.69it/s]" ] }, { @@ -1402,7 +1402,7 @@ "output_type": "stream", "text": [ "\r", - " 28%|██▊ | 1396478/4997436 [00:10<00:27, 129020.13it/s]" + " 29%|██▊ | 1436240/4997436 [00:10<00:26, 132584.29it/s]" ] }, { @@ -1410,7 +1410,7 @@ "output_type": "stream", "text": [ "\r", - " 28%|██▊ | 1409381/4997436 [00:10<00:27, 128651.91it/s]" + " 29%|██▉ | 1449500/4997436 [00:10<00:26, 132543.64it/s]" ] }, { @@ -1418,7 +1418,7 @@ "output_type": "stream", "text": [ "\r", - " 28%|██▊ | 1422372/4997436 [00:11<00:27, 129024.06it/s]" + " 29%|██▉ | 1462790/4997436 [00:11<00:26, 132646.89it/s]" ] }, { @@ -1426,7 +1426,7 @@ "output_type": "stream", "text": [ "\r", - " 29%|██▊ | 1435458/4997436 [00:11<00:27, 129570.98it/s]" + " 30%|██▉ | 1476154/4997436 [00:11<00:26, 132940.70it/s]" ] }, { @@ -1434,7 +1434,7 @@ "output_type": "stream", "text": [ "\r", - " 29%|██▉ | 1448523/4997436 [00:11<00:27, 129890.64it/s]" + " 30%|██▉ | 1489449/4997436 [00:11<00:26, 132430.57it/s]" ] }, { @@ -1442,7 +1442,7 @@ "output_type": "stream", "text": [ "\r", - " 29%|██▉ | 1461513/4997436 [00:11<00:27, 129751.97it/s]" + " 30%|███ | 1502693/4997436 [00:11<00:26, 132252.71it/s]" ] }, { @@ -1450,7 +1450,7 @@ "output_type": "stream", "text": [ "\r", - " 30%|██▉ | 1474489/4997436 [00:11<00:27, 129613.47it/s]" + " 30%|███ | 1516090/4997436 [00:11<00:26, 132762.52it/s]" ] }, { @@ -1458,7 +1458,7 @@ "output_type": "stream", "text": [ "\r", - " 30%|██▉ | 1487451/4997436 [00:11<00:27, 129488.64it/s]" + " 31%|███ | 1529377/4997436 [00:11<00:26, 132791.40it/s]" ] }, { @@ -1466,7 +1466,7 @@ "output_type": "stream", "text": [ "\r", - " 30%|███ | 1500559/4997436 [00:11<00:26, 129962.31it/s]" + " 31%|███ | 1542722/4997436 [00:11<00:25, 132984.19it/s]" ] }, { @@ -1474,7 +1474,7 @@ "output_type": "stream", "text": [ "\r", - " 30%|███ | 1513556/4997436 [00:11<00:26, 129821.03it/s]" + " 31%|███ | 1556052/4997436 [00:11<00:25, 133076.94it/s]" ] }, { @@ -1482,7 +1482,7 @@ "output_type": "stream", "text": [ "\r", - " 31%|███ | 1526539/4997436 [00:11<00:26, 129286.81it/s]" + " 31%|███▏ | 1569360/4997436 [00:11<00:25, 132667.69it/s]" ] }, { @@ -1490,7 +1490,7 @@ "output_type": "stream", "text": [ "\r", - " 31%|███ | 1539469/4997436 [00:11<00:26, 129067.12it/s]" + " 32%|███▏ | 1582721/4997436 [00:11<00:25, 132947.73it/s]" ] }, { @@ -1498,7 +1498,7 @@ "output_type": "stream", "text": [ "\r", - " 31%|███ | 1552438/4997436 [00:12<00:26, 129249.20it/s]" + " 32%|███▏ | 1596017/4997436 [00:12<00:25, 132675.74it/s]" ] }, { @@ -1506,7 +1506,7 @@ "output_type": "stream", "text": [ "\r", - " 31%|███▏ | 1565459/4997436 [00:12<00:26, 129533.68it/s]" + " 32%|███▏ | 1609285/4997436 [00:12<00:25, 131008.70it/s]" ] }, { @@ -1514,7 +1514,7 @@ "output_type": "stream", "text": [ "\r", - " 32%|███▏ | 1578413/4997436 [00:12<00:26, 128972.85it/s]" + " 32%|███▏ | 1622391/4997436 [00:12<00:25, 130576.63it/s]" ] }, { @@ -1522,7 +1522,7 @@ "output_type": "stream", "text": [ "\r", - " 32%|███▏ | 1591311/4997436 [00:12<00:26, 128767.81it/s]" + " 33%|███▎ | 1635557/4997436 [00:12<00:25, 130895.29it/s]" ] }, { @@ -1530,7 +1530,7 @@ "output_type": "stream", "text": [ "\r", - " 32%|███▏ | 1604199/4997436 [00:12<00:26, 128797.69it/s]" + " 33%|███▎ | 1648793/4997436 [00:12<00:25, 131327.92it/s]" ] }, { @@ -1538,7 +1538,7 @@ "output_type": "stream", "text": [ "\r", - " 32%|███▏ | 1617080/4997436 [00:12<00:26, 128588.12it/s]" + " 33%|███▎ | 1662048/4997436 [00:12<00:25, 131688.36it/s]" ] }, { @@ -1546,7 +1546,7 @@ "output_type": "stream", "text": [ "\r", - " 33%|███▎ | 1630018/4997436 [00:12<00:26, 128823.20it/s]" + " 34%|███▎ | 1675321/4997436 [00:12<00:25, 131995.47it/s]" ] }, { @@ -1554,7 +1554,7 @@ "output_type": "stream", "text": [ "\r", - " 33%|███▎ | 1642901/4997436 [00:12<00:26, 128358.49it/s]" + " 34%|███▍ | 1688712/4997436 [00:12<00:24, 132565.14it/s]" ] }, { @@ -1562,7 +1562,7 @@ "output_type": "stream", "text": [ "\r", - " 33%|███▎ | 1655798/4997436 [00:12<00:25, 128537.56it/s]" + " 34%|███▍ | 1702132/4997436 [00:12<00:24, 133050.51it/s]" ] }, { @@ -1570,7 +1570,7 @@ "output_type": "stream", "text": [ "\r", - " 33%|███▎ | 1668653/4997436 [00:12<00:25, 128271.27it/s]" + " 34%|███▍ | 1715508/4997436 [00:12<00:24, 133260.56it/s]" ] }, { @@ -1578,7 +1578,7 @@ "output_type": "stream", "text": [ "\r", - " 34%|███▎ | 1681571/4997436 [00:13<00:25, 128538.48it/s]" + " 35%|███▍ | 1728835/4997436 [00:13<00:24, 132238.19it/s]" ] }, { @@ -1586,7 +1586,7 @@ "output_type": "stream", "text": [ "\r", - " 34%|███▍ | 1694455/4997436 [00:13<00:25, 128624.25it/s]" + " 35%|███▍ | 1742083/4997436 [00:13<00:24, 132307.23it/s]" ] }, { @@ -1594,7 +1594,7 @@ "output_type": "stream", "text": [ "\r", - " 34%|███▍ | 1707444/4997436 [00:13<00:25, 128998.92it/s]" + " 35%|███▌ | 1755440/4997436 [00:13<00:24, 132682.42it/s]" ] }, { @@ -1602,7 +1602,7 @@ "output_type": "stream", "text": [ "\r", - " 34%|███▍ | 1720345/4997436 [00:13<00:25, 128949.22it/s]" + " 35%|███▌ | 1768710/4997436 [00:13<00:24, 132459.78it/s]" ] }, { @@ -1610,7 +1610,7 @@ "output_type": "stream", "text": [ "\r", - " 35%|███▍ | 1733241/4997436 [00:13<00:25, 128853.89it/s]" + " 36%|███▌ | 1781957/4997436 [00:13<00:24, 132031.03it/s]" ] }, { @@ -1618,7 +1618,7 @@ "output_type": "stream", "text": [ "\r", - " 35%|███▍ | 1746127/4997436 [00:13<00:25, 128808.65it/s]" + " 36%|███▌ | 1795341/4997436 [00:13<00:24, 132567.02it/s]" ] }, { @@ -1626,7 +1626,7 @@ "output_type": "stream", "text": [ "\r", - " 35%|███▌ | 1759050/4997436 [00:13<00:25, 128932.82it/s]" + " 36%|███▌ | 1808599/4997436 [00:13<00:24, 132080.62it/s]" ] }, { @@ -1634,7 +1634,7 @@ "output_type": "stream", "text": [ "\r", - " 35%|███▌ | 1771976/4997436 [00:13<00:24, 129028.53it/s]" + " 36%|███▋ | 1821988/4997436 [00:13<00:23, 132570.92it/s]" ] }, { @@ -1642,7 +1642,7 @@ "output_type": "stream", "text": [ "\r", - " 36%|███▌ | 1784880/4997436 [00:13<00:24, 129028.23it/s]" + " 37%|███▋ | 1835396/4997436 [00:13<00:23, 133017.09it/s]" ] }, { @@ -1650,7 +1650,7 @@ "output_type": "stream", "text": [ "\r", - " 36%|███▌ | 1797783/4997436 [00:13<00:24, 129023.81it/s]" + " 37%|███▋ | 1848776/4997436 [00:13<00:23, 133247.21it/s]" ] }, { @@ -1658,7 +1658,7 @@ "output_type": "stream", "text": [ "\r", - " 36%|███▌ | 1810778/4997436 [00:14<00:24, 129297.54it/s]" + " 37%|███▋ | 1862102/4997436 [00:14<00:23, 132980.59it/s]" ] }, { @@ -1666,7 +1666,7 @@ "output_type": "stream", "text": [ "\r", - " 36%|███▋ | 1823708/4997436 [00:14<00:24, 129198.45it/s]" + " 38%|███▊ | 1875461/4997436 [00:14<00:23, 133158.59it/s]" ] }, { @@ -1674,7 +1674,7 @@ "output_type": "stream", "text": [ "\r", - " 37%|███▋ | 1836765/4997436 [00:14<00:24, 129605.86it/s]" + " 38%|███▊ | 1888848/4997436 [00:14<00:23, 133368.88it/s]" ] }, { @@ -1682,7 +1682,7 @@ "output_type": "stream", "text": [ "\r", - " 37%|███▋ | 1849929/4997436 [00:14<00:24, 130212.18it/s]" + " 38%|███▊ | 1902286/4997436 [00:14<00:23, 133667.35it/s]" ] }, { @@ -1690,7 +1690,7 @@ "output_type": "stream", "text": [ "\r", - " 37%|███▋ | 1863029/4997436 [00:14<00:24, 130445.68it/s]" + " 38%|███▊ | 1915674/4997436 [00:14<00:23, 133728.35it/s]" ] }, { @@ -1698,7 +1698,7 @@ "output_type": "stream", "text": [ "\r", - " 38%|███▊ | 1876074/4997436 [00:14<00:23, 130106.70it/s]" + " 39%|███▊ | 1929140/4997436 [00:14<00:22, 134003.67it/s]" ] }, { @@ -1706,7 +1706,7 @@ "output_type": "stream", "text": [ "\r", - " 38%|███▊ | 1889141/4997436 [00:14<00:23, 130271.29it/s]" + " 39%|███▉ | 1942541/4997436 [00:14<00:22, 133758.80it/s]" ] }, { @@ -1714,7 +1714,7 @@ "output_type": "stream", "text": [ "\r", - " 38%|███▊ | 1902274/4997436 [00:14<00:23, 130583.73it/s]" + " 39%|███▉ | 1955926/4997436 [00:14<00:22, 133781.76it/s]" ] }, { @@ -1722,7 +1722,7 @@ "output_type": "stream", "text": [ "\r", - " 38%|███▊ | 1915333/4997436 [00:14<00:23, 130521.01it/s]" + " 39%|███▉ | 1969305/4997436 [00:14<00:22, 133228.13it/s]" ] }, { @@ -1730,7 +1730,7 @@ "output_type": "stream", "text": [ "\r", - " 39%|███▊ | 1928386/4997436 [00:14<00:23, 130381.40it/s]" + " 40%|███▉ | 1982629/4997436 [00:14<00:22, 132886.75it/s]" ] }, { @@ -1738,7 +1738,7 @@ "output_type": "stream", "text": [ "\r", - " 39%|███▉ | 1941514/4997436 [00:15<00:23, 130646.69it/s]" + " 40%|███▉ | 1995919/4997436 [00:15<00:22, 132465.89it/s]" ] }, { @@ -1746,7 +1746,7 @@ "output_type": "stream", "text": [ "\r", - " 39%|███▉ | 1954607/4997436 [00:15<00:23, 130726.87it/s]" + " 40%|████ | 2009167/4997436 [00:15<00:22, 132120.29it/s]" ] }, { @@ -1754,7 +1754,7 @@ "output_type": "stream", "text": [ "\r", - " 39%|███▉ | 1967782/4997436 [00:15<00:23, 131029.58it/s]" + " 40%|████ | 2022408/4997436 [00:15<00:22, 132204.69it/s]" ] }, { @@ -1762,7 +1762,7 @@ "output_type": "stream", "text": [ "\r", - " 40%|███▉ | 1980886/4997436 [00:15<00:23, 130497.65it/s]" + " 41%|████ | 2035748/4997436 [00:15<00:22, 132558.98it/s]" ] }, { @@ -1770,7 +1770,7 @@ "output_type": "stream", "text": [ "\r", - " 40%|███▉ | 1993937/4997436 [00:15<00:23, 130137.41it/s]" + " 41%|████ | 2049277/4997436 [00:15<00:22, 133372.06it/s]" ] }, { @@ -1778,7 +1778,7 @@ "output_type": "stream", "text": [ "\r", - " 40%|████ | 2006952/4997436 [00:15<00:23, 129443.40it/s]" + " 41%|████▏ | 2062670/4997436 [00:15<00:21, 133534.96it/s]" ] }, { @@ -1786,7 +1786,7 @@ "output_type": "stream", "text": [ "\r", - " 40%|████ | 2019898/4997436 [00:15<00:23, 129165.93it/s]" + " 42%|████▏ | 2076024/4997436 [00:15<00:22, 132287.10it/s]" ] }, { @@ -1794,7 +1794,7 @@ "output_type": "stream", "text": [ "\r", - " 41%|████ | 2032816/4997436 [00:15<00:22, 129142.81it/s]" + " 42%|████▏ | 2089256/4997436 [00:15<00:22, 131952.33it/s]" ] }, { @@ -1802,7 +1802,7 @@ "output_type": "stream", "text": [ "\r", - " 41%|████ | 2045731/4997436 [00:15<00:22, 128902.50it/s]" + " 42%|████▏ | 2102615/4997436 [00:15<00:21, 132438.48it/s]" ] }, { @@ -1810,7 +1810,7 @@ "output_type": "stream", "text": [ "\r", - " 41%|████ | 2058622/4997436 [00:15<00:22, 128503.00it/s]" + " 42%|████▏ | 2115946/4997436 [00:15<00:21, 132696.40it/s]" ] }, { @@ -1818,7 +1818,7 @@ "output_type": "stream", "text": [ "\r", - " 41%|████▏ | 2071663/4997436 [00:16<00:22, 129068.24it/s]" + " 43%|████▎ | 2129248/4997436 [00:16<00:21, 132789.96it/s]" ] }, { @@ -1826,7 +1826,7 @@ "output_type": "stream", "text": [ "\r", - " 42%|████▏ | 2084650/4997436 [00:16<00:22, 129303.29it/s]" + " 43%|████▎ | 2142528/4997436 [00:16<00:21, 132380.91it/s]" ] }, { @@ -1834,7 +1834,7 @@ "output_type": "stream", "text": [ "\r", - " 42%|████▏ | 2097581/4997436 [00:16<00:22, 129115.42it/s]" + " 43%|████▎ | 2155767/4997436 [00:16<00:21, 131666.23it/s]" ] }, { @@ -1842,7 +1842,7 @@ "output_type": "stream", "text": [ "\r", - " 42%|████▏ | 2110614/4997436 [00:16<00:22, 129475.73it/s]" + " 43%|████▎ | 2168966/4997436 [00:16<00:21, 131760.89it/s]" ] }, { @@ -1850,7 +1850,7 @@ "output_type": "stream", "text": [ "\r", - " 42%|████▏ | 2123562/4997436 [00:16<00:22, 129094.63it/s]" + " 44%|████▎ | 2182144/4997436 [00:16<00:21, 131572.54it/s]" ] }, { @@ -1858,7 +1858,7 @@ "output_type": "stream", "text": [ "\r", - " 43%|████▎ | 2136472/4997436 [00:16<00:22, 129036.95it/s]" + " 44%|████▍ | 2195406/4997436 [00:16<00:21, 131881.06it/s]" ] }, { @@ -1866,7 +1866,7 @@ "output_type": "stream", "text": [ "\r", - " 43%|████▎ | 2149376/4997436 [00:16<00:22, 128566.45it/s]" + " 44%|████▍ | 2208595/4997436 [00:16<00:21, 131707.39it/s]" ] }, { @@ -1874,7 +1874,7 @@ "output_type": "stream", "text": [ "\r", - " 43%|████▎ | 2162242/4997436 [00:16<00:22, 128591.41it/s]" + " 44%|████▍ | 2221803/4997436 [00:16<00:21, 131815.58it/s]" ] }, { @@ -1882,7 +1882,7 @@ "output_type": "stream", "text": [ "\r", - " 44%|████▎ | 2175242/4997436 [00:16<00:21, 129009.19it/s]" + " 45%|████▍ | 2234996/4997436 [00:16<00:20, 131847.71it/s]" ] }, { @@ -1890,7 +1890,7 @@ "output_type": "stream", "text": [ "\r", - " 44%|████▍ | 2188167/4997436 [00:16<00:21, 129076.33it/s]" + " 45%|████▍ | 2248337/4997436 [00:16<00:20, 132312.60it/s]" ] }, { @@ -1898,7 +1898,7 @@ "output_type": "stream", "text": [ "\r", - " 44%|████▍ | 2201083/4997436 [00:17<00:21, 129096.73it/s]" + " 45%|████▌ | 2261569/4997436 [00:17<00:20, 132084.12it/s]" ] }, { @@ -1906,7 +1906,7 @@ "output_type": "stream", "text": [ "\r", - " 44%|████▍ | 2214163/4997436 [00:17<00:21, 129603.27it/s]" + " 46%|████▌ | 2274802/4997436 [00:17<00:20, 132153.62it/s]" ] }, { @@ -1914,7 +1914,7 @@ "output_type": "stream", "text": [ "\r", - " 45%|████▍ | 2227124/4997436 [00:17<00:21, 129252.28it/s]" + " 46%|████▌ | 2288018/4997436 [00:17<00:20, 132095.19it/s]" ] }, { @@ -1922,7 +1922,7 @@ "output_type": "stream", "text": [ "\r", - " 45%|████▍ | 2240126/4997436 [00:17<00:21, 129479.10it/s]" + " 46%|████▌ | 2301228/4997436 [00:17<00:20, 131975.24it/s]" ] }, { @@ -1930,7 +1930,7 @@ "output_type": "stream", "text": [ "\r", - " 45%|████▌ | 2253088/4997436 [00:17<00:21, 129517.82it/s]" + " 46%|████▋ | 2314426/4997436 [00:17<00:20, 131675.14it/s]" ] }, { @@ -1938,7 +1938,7 @@ "output_type": "stream", "text": [ "\r", - " 45%|████▌ | 2266040/4997436 [00:17<00:21, 129481.61it/s]" + " 47%|████▋ | 2327594/4997436 [00:17<00:20, 131467.97it/s]" ] }, { @@ -1946,7 +1946,7 @@ "output_type": "stream", "text": [ "\r", - " 46%|████▌ | 2278991/4997436 [00:17<00:20, 129487.01it/s]" + " 47%|████▋ | 2340915/4997436 [00:17<00:20, 131985.66it/s]" ] }, { @@ -1954,7 +1954,7 @@ "output_type": "stream", "text": [ "\r", - " 46%|████▌ | 2292026/4997436 [00:17<00:20, 129743.52it/s]" + " 47%|████▋ | 2354179/4997436 [00:17<00:19, 132178.95it/s]" ] }, { @@ -1962,7 +1962,7 @@ "output_type": "stream", "text": [ "\r", - 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" 71%|███████ | 3555840/4997436 [00:27<00:11, 130560.60it/s]" + " 73%|███████▎ | 3637681/4997436 [00:27<00:10, 132912.98it/s]" ] }, { @@ -2738,7 +2738,7 @@ "output_type": "stream", "text": [ "\r", - " 71%|███████▏ | 3568897/4997436 [00:27<00:10, 130352.50it/s]" + " 73%|███████▎ | 3650973/4997436 [00:27<00:10, 131080.02it/s]" ] }, { @@ -2746,7 +2746,7 @@ "output_type": "stream", "text": [ "\r", - " 72%|███████▏ | 3582063/4997436 [00:27<00:10, 130738.99it/s]" + " 73%|███████▎ | 3664415/4997436 [00:27<00:10, 132068.19it/s]" ] }, { @@ -2754,7 +2754,7 @@ "output_type": "stream", "text": [ "\r", - " 72%|███████▏ | 3595138/4997436 [00:27<00:10, 130559.76it/s]" + " 74%|███████▎ | 3677931/4997436 [00:27<00:09, 132986.28it/s]" ] }, { @@ -2762,7 +2762,7 @@ "output_type": "stream", "text": [ "\r", - " 72%|███████▏ | 3608195/4997436 [00:27<00:10, 130521.03it/s]" + " 74%|███████▍ | 3691234/4997436 [00:27<00:09, 132943.64it/s]" ] }, { @@ -2770,7 +2770,7 @@ "output_type": "stream", "text": [ "\r", - " 72%|███████▏ | 3621248/4997436 [00:28<00:10, 130382.89it/s]" + " 74%|███████▍ | 3704674/4997436 [00:28<00:09, 133376.48it/s]" ] }, { @@ -2778,7 +2778,7 @@ "output_type": "stream", "text": [ "\r", - 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" 74%|███████▍ | 3700236/4997436 [00:28<00:09, 131038.27it/s]" + " 76%|███████▌ | 3785174/4997436 [00:28<00:09, 133297.52it/s]" ] }, { @@ -2826,7 +2826,7 @@ "output_type": "stream", "text": [ "\r", - " 74%|███████▍ | 3713468/4997436 [00:28<00:09, 131417.55it/s]" + " 76%|███████▌ | 3798629/4997436 [00:28<00:08, 133667.36it/s]" ] }, { @@ -2834,7 +2834,7 @@ "output_type": "stream", "text": [ "\r", - " 75%|███████▍ | 3726682/4997436 [00:28<00:09, 131631.65it/s]" + " 76%|███████▋ | 3811997/4997436 [00:28<00:08, 133206.03it/s]" ] }, { @@ -2842,7 +2842,7 @@ "output_type": "stream", "text": [ "\r", - " 75%|███████▍ | 3739846/4997436 [00:28<00:09, 130863.60it/s]" + " 77%|███████▋ | 3825319/4997436 [00:28<00:08, 133075.81it/s]" ] }, { @@ -2850,7 +2850,7 @@ "output_type": "stream", "text": [ "\r", - " 75%|███████▌ | 3752934/4997436 [00:29<00:09, 130349.35it/s]" + " 77%|███████▋ | 3838627/4997436 [00:29<00:08, 132899.02it/s]" ] }, { @@ -2858,7 +2858,7 @@ "output_type": "stream", "text": [ "\r", - 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" 77%|███████▋ | 3831900/4997436 [00:29<00:08, 131091.58it/s]" + " 78%|███████▊ | 3918194/4997436 [00:29<00:08, 132037.31it/s]" ] }, { @@ -2906,7 +2906,7 @@ "output_type": "stream", "text": [ "\r", - " 77%|███████▋ | 3845017/4997436 [00:29<00:08, 131110.70it/s]" + " 79%|███████▊ | 3931641/4997436 [00:29<00:08, 132759.63it/s]" ] }, { @@ -2914,7 +2914,7 @@ "output_type": "stream", "text": [ "\r", - " 77%|███████▋ | 3858243/4997436 [00:29<00:08, 131450.98it/s]" + " 79%|███████▉ | 3945101/4997436 [00:29<00:07, 133307.29it/s]" ] }, { @@ -2922,7 +2922,7 @@ "output_type": "stream", "text": [ "\r", - " 77%|███████▋ | 3871389/4997436 [00:29<00:08, 131220.64it/s]" + " 79%|███████▉ | 3958586/4997436 [00:29<00:07, 133764.51it/s]" ] }, { @@ -2930,7 +2930,7 @@ "output_type": "stream", "text": [ "\r", - " 78%|███████▊ | 3884512/4997436 [00:30<00:08, 131152.42it/s]" + " 79%|███████▉ | 3971963/4997436 [00:30<00:07, 133360.76it/s]" ] }, { @@ -2938,7 +2938,7 @@ "output_type": "stream", "text": [ "\r", - 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] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "\r", - " 99%|█████████▉| 4969781/4997436 [00:38<00:00, 129871.66it/s]" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "\r", - "100%|█████████▉| 4982820/4997436 [00:38<00:00, 130024.01it/s]" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "\r", - "100%|█████████▉| 4995895/4997436 [00:38<00:00, 130237.45it/s]" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "\r", - "100%|██████████| 4997436/4997436 [00:38<00:00, 129556.42it/s]" + "100%|██████████| 4997436/4997436 [00:37<00:00, 132045.17it/s]" ] }, { @@ -3857,10 +3793,10 @@ "id": "c8f4e163", "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:37:46.059720Z", - "iopub.status.busy": "2023-09-20T19:37:46.059221Z", - "iopub.status.idle": "2023-09-20T19:37:58.457390Z", - "shell.execute_reply": "2023-09-20T19:37:58.455680Z" + "iopub.execute_input": "2023-10-05T23:12:12.546802Z", + "iopub.status.busy": "2023-10-05T23:12:12.546286Z", + "iopub.status.idle": "2023-10-05T23:12:25.586637Z", + "shell.execute_reply": "2023-10-05T23:12:25.585096Z" } }, "outputs": [], @@ -3874,10 +3810,10 @@ "id": "716c74f3", "metadata": { "execution": { - 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"f2afd0159ee44ecca2038de5b0a38ff4": { + "d0dcce9dfc7f409b83cdfafc7042652b": { "model_module": "@jupyter-widgets/controls", "model_module_version": "1.5.0", - "model_name": "HTMLModel", + "model_name": "ProgressStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "ProgressStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "StyleView", + "bar_color": null, + "description_width": "" + } + }, + "d446672a75014024be017169f4869f48": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "FloatProgressModel", "state": { "_dom_classes": [], "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", - "_model_name": "HTMLModel", + "_model_name": "FloatProgressModel", "_view_count": null, "_view_module": "@jupyter-widgets/controls", "_view_module_version": "1.5.0", - "_view_name": "HTMLView", + "_view_name": "ProgressView", + "bar_style": "success", "description": "", "description_tooltip": null, - "layout": "IPY_MODEL_0fbaf35ec283474cae4e8fa7d3ce9fea", - "placeholder": "​", - "style": "IPY_MODEL_911aec8ac48c4ed7a04062a30a27d080", - "value": "number of examples processed for checking labels: " + "layout": "IPY_MODEL_aaf7ef07187d441f83071a6c9cca494d", + "max": 30.0, + "min": 0.0, + "orientation": "horizontal", + "style": "IPY_MODEL_b6c260b9c2f14c6c8af021a4a955fe65", + "value": 30.0 } }, - "f84dd2ecff6f44b0a18119ea03793833": { + "dab70aa074ae490590d01db7d92ca187": { "model_module": "@jupyter-widgets/base", "model_module_version": "1.2.0", "model_name": "LayoutModel", @@ -5151,6 +5051,42 @@ "visibility": null, "width": null } + }, + "edf6bd1d5bc24f94acbe4454e66c5ea8": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "DescriptionStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "DescriptionStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "StyleView", + "description_width": "" + } + }, + "f5fef711d8f2461abb30208b29626c62": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "HTMLModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "HTMLModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "1.5.0", + "_view_name": "HTMLView", + "description": "", + "description_tooltip": null, + "layout": "IPY_MODEL_bc4389eb73a34a91bf456ecb48c3ee49", + "placeholder": "​", + "style": "IPY_MODEL_edf6bd1d5bc24f94acbe4454e66c5ea8", + "value": " 300000/? [00:00<00:00, 3762359.99it/s]" + } } }, "version_major": 2, diff --git a/master/.doctrees/nbsphinx/tutorials/tabular.ipynb b/master/.doctrees/nbsphinx/tutorials/tabular.ipynb index b44cd8468..525ea5f97 100644 --- a/master/.doctrees/nbsphinx/tutorials/tabular.ipynb +++ b/master/.doctrees/nbsphinx/tutorials/tabular.ipynb @@ -112,10 +112,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:38:16.299142Z", - "iopub.status.busy": "2023-09-20T19:38:16.298619Z", - "iopub.status.idle": "2023-09-20T19:38:18.384509Z", - "shell.execute_reply": "2023-09-20T19:38:18.383689Z" + "iopub.execute_input": "2023-10-05T23:12:43.685239Z", + "iopub.status.busy": "2023-10-05T23:12:43.684720Z", + "iopub.status.idle": "2023-10-05T23:12:45.730678Z", + "shell.execute_reply": "2023-10-05T23:12:45.729859Z" }, "nbsphinx": "hidden" }, @@ -125,7 +125,7 @@ "dependencies = [\"cleanlab\"]\n", "\n", "if \"google.colab\" in str(get_ipython()): # Check if it's running in Google Colab\n", - " %pip install git+https://github.com/cleanlab/cleanlab.git@6d45971cf83ccc85ac31d2591c54ce6b52a27281\n", + " %pip install git+https://github.com/cleanlab/cleanlab.git@ffbddc3a9e4600852d7a9efeace6fb2b916f585e\n", " cmd = ' '.join([dep for dep in dependencies if dep != \"cleanlab\"])\n", " %pip install $cmd\n", "else:\n", @@ -150,10 +150,10 @@ "execution_count": 2, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:38:18.388430Z", - "iopub.status.busy": "2023-09-20T19:38:18.387821Z", - "iopub.status.idle": "2023-09-20T19:38:18.456504Z", - "shell.execute_reply": "2023-09-20T19:38:18.455700Z" + "iopub.execute_input": "2023-10-05T23:12:45.735231Z", + "iopub.status.busy": "2023-10-05T23:12:45.734627Z", + "iopub.status.idle": "2023-10-05T23:12:45.796918Z", + "shell.execute_reply": "2023-10-05T23:12:45.796166Z" } }, "outputs": [], @@ -194,10 +194,10 @@ "execution_count": 3, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:38:18.460471Z", - "iopub.status.busy": "2023-09-20T19:38:18.460044Z", - "iopub.status.idle": "2023-09-20T19:38:18.570711Z", - "shell.execute_reply": "2023-09-20T19:38:18.569864Z" + "iopub.execute_input": "2023-10-05T23:12:45.801083Z", + "iopub.status.busy": "2023-10-05T23:12:45.800460Z", + "iopub.status.idle": "2023-10-05T23:12:45.857162Z", + "shell.execute_reply": "2023-10-05T23:12:45.856277Z" } }, "outputs": [ @@ -304,10 +304,10 @@ "execution_count": 4, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:38:18.574262Z", - "iopub.status.busy": "2023-09-20T19:38:18.573999Z", - "iopub.status.idle": "2023-09-20T19:38:18.580320Z", - "shell.execute_reply": "2023-09-20T19:38:18.579559Z" + "iopub.execute_input": "2023-10-05T23:12:45.860703Z", + "iopub.status.busy": "2023-10-05T23:12:45.860290Z", + "iopub.status.idle": "2023-10-05T23:12:45.867284Z", + "shell.execute_reply": "2023-10-05T23:12:45.866555Z" } }, "outputs": [], @@ -328,10 +328,10 @@ "execution_count": 5, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:38:18.584099Z", - "iopub.status.busy": "2023-09-20T19:38:18.583485Z", - "iopub.status.idle": "2023-09-20T19:38:18.595948Z", - "shell.execute_reply": "2023-09-20T19:38:18.595247Z" + "iopub.execute_input": "2023-10-05T23:12:45.870619Z", + "iopub.status.busy": "2023-10-05T23:12:45.870230Z", + "iopub.status.idle": "2023-10-05T23:12:45.882073Z", + "shell.execute_reply": "2023-10-05T23:12:45.881451Z" } }, "outputs": [], @@ -383,10 +383,10 @@ "execution_count": 6, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:38:18.599716Z", - "iopub.status.busy": "2023-09-20T19:38:18.599093Z", - "iopub.status.idle": "2023-09-20T19:38:18.602472Z", - "shell.execute_reply": "2023-09-20T19:38:18.601775Z" + "iopub.execute_input": "2023-10-05T23:12:45.885483Z", + "iopub.status.busy": "2023-10-05T23:12:45.884933Z", + "iopub.status.idle": "2023-10-05T23:12:45.888192Z", + "shell.execute_reply": "2023-10-05T23:12:45.887489Z" } }, "outputs": [], @@ -408,10 +408,10 @@ "execution_count": 7, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:38:18.605488Z", - "iopub.status.busy": "2023-09-20T19:38:18.605015Z", - "iopub.status.idle": "2023-09-20T19:38:19.405723Z", - "shell.execute_reply": "2023-09-20T19:38:19.404845Z" + "iopub.execute_input": "2023-10-05T23:12:45.891289Z", + "iopub.status.busy": "2023-10-05T23:12:45.890916Z", + "iopub.status.idle": "2023-10-05T23:12:46.701673Z", + "shell.execute_reply": "2023-10-05T23:12:46.700903Z" } }, "outputs": [], @@ -445,10 +445,10 @@ "execution_count": 8, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:38:19.409444Z", - "iopub.status.busy": "2023-09-20T19:38:19.409018Z", - "iopub.status.idle": "2023-09-20T19:38:22.597355Z", - "shell.execute_reply": "2023-09-20T19:38:22.596398Z" + "iopub.execute_input": "2023-10-05T23:12:46.705511Z", + "iopub.status.busy": "2023-10-05T23:12:46.705085Z", + "iopub.status.idle": "2023-10-05T23:12:49.989034Z", + "shell.execute_reply": "2023-10-05T23:12:49.988183Z" } }, "outputs": [ @@ -480,10 +480,10 @@ "execution_count": 9, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:38:22.601777Z", - "iopub.status.busy": "2023-09-20T19:38:22.600603Z", - "iopub.status.idle": "2023-09-20T19:38:22.616136Z", - "shell.execute_reply": "2023-09-20T19:38:22.615410Z" + "iopub.execute_input": "2023-10-05T23:12:49.993522Z", + "iopub.status.busy": "2023-10-05T23:12:49.992243Z", + "iopub.status.idle": "2023-10-05T23:12:50.007997Z", + "shell.execute_reply": "2023-10-05T23:12:50.007154Z" } }, "outputs": [ @@ -604,10 +604,10 @@ "execution_count": 10, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:38:22.619679Z", - "iopub.status.busy": "2023-09-20T19:38:22.619212Z", - "iopub.status.idle": "2023-09-20T19:38:22.625319Z", - "shell.execute_reply": "2023-09-20T19:38:22.624681Z" + "iopub.execute_input": "2023-10-05T23:12:50.011209Z", + "iopub.status.busy": "2023-10-05T23:12:50.010773Z", + "iopub.status.idle": "2023-10-05T23:12:50.016653Z", + "shell.execute_reply": "2023-10-05T23:12:50.015948Z" } }, "outputs": [], @@ -632,10 +632,10 @@ "execution_count": 11, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:38:22.628675Z", - "iopub.status.busy": "2023-09-20T19:38:22.628101Z", - "iopub.status.idle": "2023-09-20T19:38:22.637631Z", - "shell.execute_reply": "2023-09-20T19:38:22.636965Z" + "iopub.execute_input": "2023-10-05T23:12:50.019758Z", + "iopub.status.busy": "2023-10-05T23:12:50.019219Z", + "iopub.status.idle": "2023-10-05T23:12:50.028517Z", + "shell.execute_reply": "2023-10-05T23:12:50.027848Z" } }, "outputs": [], @@ -657,10 +657,10 @@ "execution_count": 12, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:38:22.641172Z", - "iopub.status.busy": "2023-09-20T19:38:22.640551Z", - "iopub.status.idle": "2023-09-20T19:38:22.811089Z", - "shell.execute_reply": "2023-09-20T19:38:22.810291Z" + "iopub.execute_input": "2023-10-05T23:12:50.031542Z", + "iopub.status.busy": "2023-10-05T23:12:50.031171Z", + "iopub.status.idle": "2023-10-05T23:12:50.202768Z", + "shell.execute_reply": "2023-10-05T23:12:50.202109Z" } }, "outputs": [ @@ -690,10 +690,10 @@ "execution_count": 13, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:38:22.815206Z", - "iopub.status.busy": "2023-09-20T19:38:22.814776Z", - "iopub.status.idle": "2023-09-20T19:38:22.819979Z", - "shell.execute_reply": "2023-09-20T19:38:22.819315Z" + "iopub.execute_input": "2023-10-05T23:12:50.206185Z", + "iopub.status.busy": "2023-10-05T23:12:50.205563Z", + "iopub.status.idle": "2023-10-05T23:12:50.209301Z", + "shell.execute_reply": "2023-10-05T23:12:50.208594Z" } }, "outputs": [], @@ -714,10 +714,10 @@ "execution_count": 14, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:38:22.822699Z", - "iopub.status.busy": "2023-09-20T19:38:22.822463Z", - "iopub.status.idle": "2023-09-20T19:38:25.320936Z", - "shell.execute_reply": "2023-09-20T19:38:25.319948Z" + "iopub.execute_input": "2023-10-05T23:12:50.212713Z", + "iopub.status.busy": "2023-10-05T23:12:50.212084Z", + "iopub.status.idle": "2023-10-05T23:12:52.779120Z", + "shell.execute_reply": "2023-10-05T23:12:52.778153Z" } }, "outputs": [], @@ -737,10 +737,10 @@ "execution_count": 15, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:38:25.325724Z", - "iopub.status.busy": "2023-09-20T19:38:25.325038Z", - "iopub.status.idle": "2023-09-20T19:38:25.341749Z", - "shell.execute_reply": "2023-09-20T19:38:25.340830Z" + "iopub.execute_input": "2023-10-05T23:12:52.783201Z", + "iopub.status.busy": "2023-10-05T23:12:52.782611Z", + "iopub.status.idle": "2023-10-05T23:12:52.798517Z", + "shell.execute_reply": "2023-10-05T23:12:52.797909Z" } }, "outputs": [ @@ -770,10 +770,10 @@ "execution_count": 16, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:38:25.344734Z", - "iopub.status.busy": "2023-09-20T19:38:25.344477Z", - "iopub.status.idle": "2023-09-20T19:38:25.442809Z", - "shell.execute_reply": "2023-09-20T19:38:25.442022Z" + "iopub.execute_input": "2023-10-05T23:12:52.801768Z", + "iopub.status.busy": "2023-10-05T23:12:52.801270Z", + "iopub.status.idle": "2023-10-05T23:12:52.840421Z", + "shell.execute_reply": "2023-10-05T23:12:52.839666Z" }, "nbsphinx": "hidden" }, diff --git a/master/.doctrees/nbsphinx/tutorials/text.ipynb b/master/.doctrees/nbsphinx/tutorials/text.ipynb index 2dc2eccd1..55b19c67c 100644 --- a/master/.doctrees/nbsphinx/tutorials/text.ipynb +++ b/master/.doctrees/nbsphinx/tutorials/text.ipynb @@ -114,10 +114,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:38:30.931470Z", - "iopub.status.busy": "2023-09-20T19:38:30.931199Z", - "iopub.status.idle": "2023-09-20T19:38:33.877966Z", - "shell.execute_reply": "2023-09-20T19:38:33.877176Z" + "iopub.execute_input": "2023-10-05T23:12:58.423777Z", + "iopub.status.busy": "2023-10-05T23:12:58.423526Z", + "iopub.status.idle": "2023-10-05T23:13:01.316253Z", + "shell.execute_reply": "2023-10-05T23:13:01.315485Z" }, "nbsphinx": "hidden" }, @@ -134,7 +134,7 @@ "os.environ[\"TOKENIZERS_PARALLELISM\"] = \"false\" # disable parallelism to avoid deadlocks with huggingface\n", "\n", "if \"google.colab\" in str(get_ipython()): # Check if it's running in Google Colab\n", - " %pip install git+https://github.com/cleanlab/cleanlab.git@6d45971cf83ccc85ac31d2591c54ce6b52a27281\n", + " %pip install git+https://github.com/cleanlab/cleanlab.git@ffbddc3a9e4600852d7a9efeace6fb2b916f585e\n", " cmd = ' '.join([dep for dep in dependencies if dep != \"cleanlab\"])\n", " %pip install $cmd\n", "else:\n", @@ -159,10 +159,10 @@ "execution_count": 2, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:38:33.882171Z", - "iopub.status.busy": "2023-09-20T19:38:33.881474Z", - "iopub.status.idle": "2023-09-20T19:38:33.887162Z", - "shell.execute_reply": "2023-09-20T19:38:33.886501Z" + "iopub.execute_input": "2023-10-05T23:13:01.320211Z", + "iopub.status.busy": "2023-10-05T23:13:01.319609Z", + "iopub.status.idle": "2023-10-05T23:13:01.325250Z", + "shell.execute_reply": "2023-10-05T23:13:01.324632Z" } }, "outputs": [], @@ -184,10 +184,10 @@ "execution_count": 3, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:38:33.890451Z", - "iopub.status.busy": "2023-09-20T19:38:33.889815Z", - "iopub.status.idle": "2023-09-20T19:38:33.893808Z", - "shell.execute_reply": "2023-09-20T19:38:33.893119Z" + "iopub.execute_input": "2023-10-05T23:13:01.328110Z", + "iopub.status.busy": "2023-10-05T23:13:01.327870Z", + "iopub.status.idle": "2023-10-05T23:13:01.331486Z", + "shell.execute_reply": "2023-10-05T23:13:01.330773Z" }, "nbsphinx": "hidden" }, @@ -218,10 +218,10 @@ "execution_count": 4, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:38:33.896687Z", - "iopub.status.busy": "2023-09-20T19:38:33.896308Z", - "iopub.status.idle": "2023-09-20T19:38:34.126723Z", - "shell.execute_reply": "2023-09-20T19:38:34.125872Z" + "iopub.execute_input": "2023-10-05T23:13:01.334508Z", + "iopub.status.busy": "2023-10-05T23:13:01.334269Z", + "iopub.status.idle": "2023-10-05T23:13:01.388250Z", + "shell.execute_reply": "2023-10-05T23:13:01.387434Z" } }, "outputs": [ @@ -311,10 +311,10 @@ "execution_count": 5, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:38:34.130629Z", - "iopub.status.busy": "2023-09-20T19:38:34.130186Z", - "iopub.status.idle": "2023-09-20T19:38:34.134999Z", - "shell.execute_reply": "2023-09-20T19:38:34.134265Z" + "iopub.execute_input": "2023-10-05T23:13:01.391898Z", + "iopub.status.busy": "2023-10-05T23:13:01.391649Z", + "iopub.status.idle": "2023-10-05T23:13:01.395952Z", + "shell.execute_reply": "2023-10-05T23:13:01.395256Z" } }, "outputs": [], @@ -329,10 +329,10 @@ "execution_count": 6, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:38:34.138175Z", - "iopub.status.busy": "2023-09-20T19:38:34.137776Z", - "iopub.status.idle": "2023-09-20T19:38:34.143440Z", - "shell.execute_reply": "2023-09-20T19:38:34.142803Z" + "iopub.execute_input": "2023-10-05T23:13:01.398965Z", + "iopub.status.busy": "2023-10-05T23:13:01.398590Z", + "iopub.status.idle": "2023-10-05T23:13:01.402800Z", + "shell.execute_reply": "2023-10-05T23:13:01.402234Z" } }, "outputs": [ @@ -341,7 +341,7 @@ "output_type": "stream", "text": [ "This dataset has 10 classes.\n", - "Classes: {'card_about_to_expire', 'apple_pay_or_google_pay', 'beneficiary_not_allowed', 'visa_or_mastercard', 'change_pin', 'supported_cards_and_currencies', 'getting_spare_card', 'card_payment_fee_charged', 'lost_or_stolen_phone', 'cancel_transfer'}\n" + "Classes: {'card_about_to_expire', 'beneficiary_not_allowed', 'cancel_transfer', 'lost_or_stolen_phone', 'apple_pay_or_google_pay', 'getting_spare_card', 'visa_or_mastercard', 'supported_cards_and_currencies', 'card_payment_fee_charged', 'change_pin'}\n" ] } ], @@ -364,10 +364,10 @@ "execution_count": 7, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:38:34.146758Z", - "iopub.status.busy": "2023-09-20T19:38:34.146299Z", - "iopub.status.idle": "2023-09-20T19:38:34.150577Z", - "shell.execute_reply": "2023-09-20T19:38:34.149852Z" + "iopub.execute_input": "2023-10-05T23:13:01.405843Z", + "iopub.status.busy": "2023-10-05T23:13:01.405470Z", + "iopub.status.idle": "2023-10-05T23:13:01.409423Z", + "shell.execute_reply": "2023-10-05T23:13:01.408725Z" } }, "outputs": [ @@ -408,10 +408,10 @@ "execution_count": 8, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:38:34.154463Z", - "iopub.status.busy": "2023-09-20T19:38:34.154066Z", - "iopub.status.idle": "2023-09-20T19:38:34.160049Z", - "shell.execute_reply": "2023-09-20T19:38:34.159284Z" + "iopub.execute_input": "2023-10-05T23:13:01.413419Z", + "iopub.status.busy": "2023-10-05T23:13:01.413048Z", + "iopub.status.idle": "2023-10-05T23:13:01.418531Z", + "shell.execute_reply": "2023-10-05T23:13:01.417808Z" } }, "outputs": [], @@ -452,10 +452,10 @@ "execution_count": 9, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:38:34.163443Z", - "iopub.status.busy": "2023-09-20T19:38:34.162968Z", - "iopub.status.idle": "2023-09-20T19:38:38.128960Z", - "shell.execute_reply": "2023-09-20T19:38:38.128241Z" + "iopub.execute_input": "2023-10-05T23:13:01.421585Z", + "iopub.status.busy": "2023-10-05T23:13:01.421212Z", + "iopub.status.idle": "2023-10-05T23:13:05.454552Z", + "shell.execute_reply": "2023-10-05T23:13:05.453774Z" } }, "outputs": [ @@ -470,7 +470,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "Some weights of the model checkpoint at /home/runner/.cache/torch/sentence_transformers/google_electra-small-discriminator were not used when initializing ElectraModel: ['discriminator_predictions.dense_prediction.bias', 'discriminator_predictions.dense.weight', 'discriminator_predictions.dense_prediction.weight', 'discriminator_predictions.dense.bias']\n", + "Some weights of the model checkpoint at /home/runner/.cache/torch/sentence_transformers/google_electra-small-discriminator were not used when initializing ElectraModel: ['discriminator_predictions.dense.weight', 'discriminator_predictions.dense_prediction.weight', 'discriminator_predictions.dense_prediction.bias', 'discriminator_predictions.dense.bias']\n", "- This IS expected if you are initializing ElectraModel from the checkpoint of a model trained on another task or with another architecture (e.g. initializing a BertForSequenceClassification model from a BertForPreTraining model).\n", "- This IS NOT expected if you are initializing ElectraModel from the checkpoint of a model that you expect to be exactly identical (initializing a BertForSequenceClassification model from a BertForSequenceClassification model).\n" ] @@ -511,10 +511,10 @@ "execution_count": 10, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:38:38.133507Z", - "iopub.status.busy": "2023-09-20T19:38:38.132746Z", - "iopub.status.idle": "2023-09-20T19:38:38.136130Z", - "shell.execute_reply": "2023-09-20T19:38:38.135549Z" + "iopub.execute_input": "2023-10-05T23:13:05.458970Z", + "iopub.status.busy": "2023-10-05T23:13:05.458502Z", + "iopub.status.idle": "2023-10-05T23:13:05.462235Z", + "shell.execute_reply": "2023-10-05T23:13:05.461491Z" } }, "outputs": [], @@ -536,10 +536,10 @@ "execution_count": 11, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:38:38.139091Z", - "iopub.status.busy": "2023-09-20T19:38:38.138500Z", - "iopub.status.idle": "2023-09-20T19:38:38.141886Z", - "shell.execute_reply": "2023-09-20T19:38:38.141219Z" + "iopub.execute_input": "2023-10-05T23:13:05.466232Z", + "iopub.status.busy": "2023-10-05T23:13:05.464970Z", + "iopub.status.idle": "2023-10-05T23:13:05.469106Z", + "shell.execute_reply": "2023-10-05T23:13:05.468396Z" } }, "outputs": [], @@ -554,10 +554,10 @@ "execution_count": 12, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:38:38.144849Z", - "iopub.status.busy": "2023-09-20T19:38:38.144300Z", - "iopub.status.idle": "2023-09-20T19:38:40.924759Z", - "shell.execute_reply": "2023-09-20T19:38:40.923607Z" + "iopub.execute_input": "2023-10-05T23:13:05.472016Z", + "iopub.status.busy": "2023-10-05T23:13:05.471625Z", + "iopub.status.idle": "2023-10-05T23:13:08.209678Z", + "shell.execute_reply": "2023-10-05T23:13:08.208601Z" }, "scrolled": true }, @@ -580,10 +580,10 @@ "execution_count": 13, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:38:40.929875Z", - "iopub.status.busy": "2023-09-20T19:38:40.928663Z", - "iopub.status.idle": "2023-09-20T19:38:40.942186Z", - "shell.execute_reply": "2023-09-20T19:38:40.941491Z" + "iopub.execute_input": "2023-10-05T23:13:08.214727Z", + "iopub.status.busy": "2023-10-05T23:13:08.213508Z", + "iopub.status.idle": "2023-10-05T23:13:08.227719Z", + "shell.execute_reply": "2023-10-05T23:13:08.227021Z" } }, "outputs": [ @@ -618,35 +618,35 @@ " \n", " 0\n", " False\n", - " 0.858229\n", + " 0.858043\n", " 6\n", " 6\n", " \n", " \n", " 1\n", " False\n", - " 0.547047\n", + " 0.545888\n", " 3\n", " 3\n", " \n", " \n", " 2\n", " False\n", - " 0.823594\n", + " 0.826290\n", " 7\n", " 7\n", " \n", " \n", " 3\n", " False\n", - " 0.968831\n", + " 0.965814\n", " 8\n", " 8\n", " \n", " \n", " 4\n", " False\n", - " 0.792000\n", + " 0.791937\n", " 4\n", " 4\n", " \n", @@ -656,11 +656,11 @@ ], "text/plain": [ " is_label_issue label_quality given_label predicted_label\n", - "0 False 0.858229 6 6\n", - "1 False 0.547047 3 3\n", - "2 False 0.823594 7 7\n", - "3 False 0.968831 8 8\n", - "4 False 0.792000 4 4" + "0 False 0.858043 6 6\n", + "1 False 0.545888 3 3\n", + "2 False 0.826290 7 7\n", + "3 False 0.965814 8 8\n", + "4 False 0.791937 4 4" ] }, "execution_count": 13, @@ -684,10 +684,10 @@ "execution_count": 14, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:38:40.945249Z", - "iopub.status.busy": "2023-09-20T19:38:40.944836Z", - "iopub.status.idle": "2023-09-20T19:38:40.950894Z", - "shell.execute_reply": "2023-09-20T19:38:40.950269Z" + "iopub.execute_input": "2023-10-05T23:13:08.231159Z", + "iopub.status.busy": "2023-10-05T23:13:08.230770Z", + "iopub.status.idle": "2023-10-05T23:13:08.236969Z", + "shell.execute_reply": "2023-10-05T23:13:08.236294Z" } }, "outputs": [], @@ -701,10 +701,10 @@ "execution_count": 15, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:38:40.953910Z", - "iopub.status.busy": "2023-09-20T19:38:40.953534Z", - "iopub.status.idle": "2023-09-20T19:38:40.957319Z", - "shell.execute_reply": "2023-09-20T19:38:40.956765Z" + "iopub.execute_input": "2023-10-05T23:13:08.240282Z", + "iopub.status.busy": "2023-10-05T23:13:08.239706Z", + "iopub.status.idle": "2023-10-05T23:13:08.244836Z", + "shell.execute_reply": "2023-10-05T23:13:08.244198Z" } }, "outputs": [ @@ -712,9 +712,9 @@ "name": "stdout", "output_type": "stream", "text": [ - "cleanlab found 45 potential label errors in the dataset.\n", + "cleanlab found 43 potential label errors in the dataset.\n", "Here are indices of the top 10 most likely errors: \n", - " [646 390 628 121 702 599 863 456 337 735]\n" + " [646 390 628 121 702 863 456 135 337 735]\n" ] } ], @@ -739,10 +739,10 @@ "execution_count": 16, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:38:40.961085Z", - "iopub.status.busy": "2023-09-20T19:38:40.960385Z", - "iopub.status.idle": "2023-09-20T19:38:40.964213Z", - "shell.execute_reply": "2023-09-20T19:38:40.963515Z" + "iopub.execute_input": "2023-10-05T23:13:08.247723Z", + "iopub.status.busy": "2023-10-05T23:13:08.247482Z", + "iopub.status.idle": "2023-10-05T23:13:08.250955Z", + "shell.execute_reply": "2023-10-05T23:13:08.250245Z" } }, "outputs": [], @@ -762,10 +762,10 @@ "execution_count": 17, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:38:40.967025Z", - "iopub.status.busy": "2023-09-20T19:38:40.966660Z", - "iopub.status.idle": "2023-09-20T19:38:40.976148Z", - "shell.execute_reply": "2023-09-20T19:38:40.975431Z" + "iopub.execute_input": "2023-10-05T23:13:08.254141Z", + "iopub.status.busy": "2023-10-05T23:13:08.253596Z", + "iopub.status.idle": "2023-10-05T23:13:08.263260Z", + "shell.execute_reply": "2023-10-05T23:13:08.262558Z" } }, "outputs": [ @@ -818,7 +818,7 @@ " 121\n", " Would you rather fight one horse-sized duck or 100 duck-sized horses?\n", " lost_or_stolen_phone\n", - " change_pin\n", + " getting_spare_card\n", " \n", " \n", " 702\n", @@ -842,7 +842,7 @@ "646 card_about_to_expire card_payment_fee_charged \n", "390 beneficiary_not_allowed change_pin \n", "628 apple_pay_or_google_pay card_about_to_expire \n", - "121 lost_or_stolen_phone change_pin \n", + "121 lost_or_stolen_phone getting_spare_card \n", "702 beneficiary_not_allowed change_pin " ] }, @@ -890,10 +890,10 @@ "execution_count": 18, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:38:40.979707Z", - "iopub.status.busy": "2023-09-20T19:38:40.979336Z", - "iopub.status.idle": "2023-09-20T19:38:41.291570Z", - "shell.execute_reply": "2023-09-20T19:38:41.290926Z" + "iopub.execute_input": "2023-10-05T23:13:08.266399Z", + "iopub.status.busy": "2023-10-05T23:13:08.266009Z", + "iopub.status.idle": "2023-10-05T23:13:08.506166Z", + "shell.execute_reply": "2023-10-05T23:13:08.505521Z" }, "scrolled": true }, @@ -932,10 +932,10 @@ "execution_count": 19, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:38:41.294718Z", - "iopub.status.busy": "2023-09-20T19:38:41.294196Z", - "iopub.status.idle": "2023-09-20T19:38:41.595260Z", - "shell.execute_reply": "2023-09-20T19:38:41.594612Z" + "iopub.execute_input": "2023-10-05T23:13:08.511355Z", + "iopub.status.busy": "2023-10-05T23:13:08.509805Z", + "iopub.status.idle": "2023-10-05T23:13:08.818928Z", + "shell.execute_reply": "2023-10-05T23:13:08.818252Z" }, "scrolled": true }, @@ -944,7 +944,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "Test accuracy of cleanlab's model: 0.89\n" + "Test accuracy of cleanlab's model: 0.9\n" ] } ], @@ -968,10 +968,10 @@ "execution_count": 20, "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:38:41.598554Z", - "iopub.status.busy": "2023-09-20T19:38:41.598049Z", - "iopub.status.idle": "2023-09-20T19:38:41.602564Z", - "shell.execute_reply": "2023-09-20T19:38:41.601982Z" + "iopub.execute_input": "2023-10-05T23:13:08.822977Z", + "iopub.status.busy": "2023-10-05T23:13:08.822447Z", + "iopub.status.idle": "2023-10-05T23:13:08.828785Z", + "shell.execute_reply": "2023-10-05T23:13:08.828212Z" }, "nbsphinx": "hidden" }, diff --git a/master/.doctrees/nbsphinx/tutorials/token_classification.ipynb b/master/.doctrees/nbsphinx/tutorials/token_classification.ipynb index 0eb7c5e50..1d75bb6c3 100644 --- a/master/.doctrees/nbsphinx/tutorials/token_classification.ipynb +++ b/master/.doctrees/nbsphinx/tutorials/token_classification.ipynb @@ -75,10 +75,10 @@ "id": "ae8a08e0", "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:38:47.226665Z", - "iopub.status.busy": "2023-09-20T19:38:47.226243Z", - "iopub.status.idle": "2023-09-20T19:38:49.142762Z", - "shell.execute_reply": "2023-09-20T19:38:49.141640Z" + "iopub.execute_input": "2023-10-05T23:13:13.557975Z", + "iopub.status.busy": "2023-10-05T23:13:13.557469Z", + "iopub.status.idle": "2023-10-05T23:13:14.883961Z", + "shell.execute_reply": "2023-10-05T23:13:14.882784Z" } }, "outputs": [ @@ -86,7 +86,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "--2023-09-20 19:38:47-- https://data.deepai.org/conll2003.zip\r\n", + "--2023-10-05 23:13:13-- https://data.deepai.org/conll2003.zip\r\n", "Resolving data.deepai.org (data.deepai.org)... " ] }, @@ -94,8 +94,8 @@ "name": "stdout", "output_type": "stream", "text": [ - "185.93.1.247, 2400:52e0:1a00::718:1\r\n", - "Connecting to data.deepai.org (data.deepai.org)|185.93.1.247|:443... " + "169.150.236.99, 2400:52e0:1a00::845:1\r\n", + "Connecting to data.deepai.org (data.deepai.org)|169.150.236.99|:443... " ] }, { @@ -129,17 +129,9 @@ "output_type": "stream", "text": [ "\r", - "conll2003.zip 25%[====> ] 248.00K 1.19MB/s " - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\r", - "conll2003.zip 100%[===================>] 959.94K 3.10MB/s in 0.3s \r\n", + "conll2003.zip 100%[===================>] 959.94K 6.07MB/s in 0.2s \r\n", "\r\n", - "2023-09-20 19:38:47 (3.10 MB/s) - ‘conll2003.zip’ saved [982975/982975]\r\n", + "2023-10-05 23:13:14 (6.07 MB/s) - ‘conll2003.zip’ saved [982975/982975]\r\n", "\r\n", "mkdir: cannot create directory ‘data’: File exists\r\n" ] @@ -159,22 +151,9 @@ "name": "stdout", "output_type": "stream", "text": [ - "--2023-09-20 19:38:48-- https://cleanlab-public.s3.amazonaws.com/TokenClassification/pred_probs.npz\r\n", - "Resolving cleanlab-public.s3.amazonaws.com (cleanlab-public.s3.amazonaws.com)... 54.231.234.129, 54.231.197.145, 54.231.197.1, ...\r\n", - "Connecting to cleanlab-public.s3.amazonaws.com (cleanlab-public.s3.amazonaws.com)|54.231.234.129|:443... " - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "connected.\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ + "--2023-10-05 23:13:14-- https://cleanlab-public.s3.amazonaws.com/TokenClassification/pred_probs.npz\r\n", + "Resolving cleanlab-public.s3.amazonaws.com (cleanlab-public.s3.amazonaws.com)... 3.5.29.94, 52.216.216.57, 52.216.38.17, ...\r\n", + "Connecting to cleanlab-public.s3.amazonaws.com (cleanlab-public.s3.amazonaws.com)|3.5.29.94|:443... connected.\r\n", "HTTP request sent, awaiting response... " ] }, @@ -195,25 +174,9 @@ "output_type": "stream", "text": [ "\r", - "pred_probs.npz 4%[ ] 755.53K 3.69MB/s " - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\r", - "pred_probs.npz 63%[===========> ] 10.40M 26.0MB/s " - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\r", - "pred_probs.npz 100%[===================>] 16.26M 33.9MB/s in 0.5s \r\n", + "pred_probs.npz 100%[===================>] 16.26M 106MB/s in 0.2s \r\n", "\r\n", - "2023-09-20 19:38:49 (33.9 MB/s) - ‘pred_probs.npz’ saved [17045998/17045998]\r\n", + "2023-10-05 23:13:14 (106 MB/s) - ‘pred_probs.npz’ saved [17045998/17045998]\r\n", "\r\n" ] } @@ -230,10 +193,10 @@ "id": "439b0305", "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:38:49.146748Z", - "iopub.status.busy": "2023-09-20T19:38:49.146180Z", - "iopub.status.idle": "2023-09-20T19:38:50.390008Z", - "shell.execute_reply": "2023-09-20T19:38:50.389216Z" + "iopub.execute_input": "2023-10-05T23:13:14.888527Z", + "iopub.status.busy": "2023-10-05T23:13:14.887796Z", + "iopub.status.idle": "2023-10-05T23:13:16.141089Z", + "shell.execute_reply": "2023-10-05T23:13:16.140311Z" }, "nbsphinx": "hidden" }, @@ -244,7 +207,7 @@ "dependencies = [\"cleanlab\"]\n", "\n", "if \"google.colab\" in str(get_ipython()): # Check if it's running in Google Colab\n", - " %pip install git+https://github.com/cleanlab/cleanlab.git@6d45971cf83ccc85ac31d2591c54ce6b52a27281\n", + " %pip install git+https://github.com/cleanlab/cleanlab.git@ffbddc3a9e4600852d7a9efeace6fb2b916f585e\n", " cmd = ' '.join([dep for dep in dependencies if dep != \"cleanlab\"])\n", " %pip install $cmd\n", "else:\n", @@ -270,10 +233,10 @@ "id": "a1349304", "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:38:50.394625Z", - "iopub.status.busy": "2023-09-20T19:38:50.393988Z", - "iopub.status.idle": "2023-09-20T19:38:50.399993Z", - "shell.execute_reply": "2023-09-20T19:38:50.399298Z" + "iopub.execute_input": "2023-10-05T23:13:16.145301Z", + "iopub.status.busy": "2023-10-05T23:13:16.144633Z", + "iopub.status.idle": "2023-10-05T23:13:16.150508Z", + "shell.execute_reply": "2023-10-05T23:13:16.149850Z" } }, "outputs": [], @@ -323,10 +286,10 @@ "id": "ab9d59a0", "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:38:50.403319Z", - "iopub.status.busy": "2023-09-20T19:38:50.402917Z", - "iopub.status.idle": "2023-09-20T19:38:50.408102Z", - "shell.execute_reply": "2023-09-20T19:38:50.407460Z" + "iopub.execute_input": "2023-10-05T23:13:16.153690Z", + "iopub.status.busy": "2023-10-05T23:13:16.153222Z", + "iopub.status.idle": "2023-10-05T23:13:16.156951Z", + "shell.execute_reply": "2023-10-05T23:13:16.156258Z" }, "nbsphinx": "hidden" }, @@ -344,10 +307,10 @@ "id": "519cb80c", "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:38:50.411527Z", - "iopub.status.busy": "2023-09-20T19:38:50.411157Z", - "iopub.status.idle": "2023-09-20T19:39:02.249915Z", - "shell.execute_reply": "2023-09-20T19:39:02.249110Z" + "iopub.execute_input": "2023-10-05T23:13:16.160008Z", + "iopub.status.busy": "2023-10-05T23:13:16.159630Z", + "iopub.status.idle": "2023-10-05T23:13:28.104449Z", + "shell.execute_reply": "2023-10-05T23:13:28.103612Z" } }, "outputs": [], @@ -421,10 +384,10 @@ "id": "202f1526", "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:39:02.254162Z", - "iopub.status.busy": "2023-09-20T19:39:02.253624Z", - "iopub.status.idle": "2023-09-20T19:39:02.262140Z", - "shell.execute_reply": "2023-09-20T19:39:02.261470Z" + "iopub.execute_input": "2023-10-05T23:13:28.108418Z", + "iopub.status.busy": "2023-10-05T23:13:28.108134Z", + "iopub.status.idle": "2023-10-05T23:13:28.115726Z", + "shell.execute_reply": "2023-10-05T23:13:28.115003Z" }, "nbsphinx": "hidden" }, @@ -464,10 +427,10 @@ "id": "a4381f03", "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:39:02.265509Z", - "iopub.status.busy": "2023-09-20T19:39:02.265113Z", - "iopub.status.idle": "2023-09-20T19:39:02.895482Z", - "shell.execute_reply": "2023-09-20T19:39:02.894677Z" + "iopub.execute_input": "2023-10-05T23:13:28.118595Z", + "iopub.status.busy": "2023-10-05T23:13:28.118347Z", + "iopub.status.idle": "2023-10-05T23:13:28.738733Z", + "shell.execute_reply": "2023-10-05T23:13:28.737813Z" } }, "outputs": [], @@ -504,10 +467,10 @@ "id": "7842e4a3", "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:39:02.899252Z", - "iopub.status.busy": "2023-09-20T19:39:02.898725Z", - "iopub.status.idle": "2023-09-20T19:39:02.906062Z", - "shell.execute_reply": "2023-09-20T19:39:02.905356Z" + "iopub.execute_input": "2023-10-05T23:13:28.742697Z", + "iopub.status.busy": "2023-10-05T23:13:28.742433Z", + "iopub.status.idle": "2023-10-05T23:13:28.750205Z", + "shell.execute_reply": "2023-10-05T23:13:28.747934Z" } }, "outputs": [ @@ -579,10 +542,10 @@ "id": "2c2ad9ad", "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:39:02.909114Z", - "iopub.status.busy": "2023-09-20T19:39:02.908738Z", - "iopub.status.idle": "2023-09-20T19:39:05.612320Z", - "shell.execute_reply": "2023-09-20T19:39:05.611045Z" + "iopub.execute_input": "2023-10-05T23:13:28.753499Z", + "iopub.status.busy": "2023-10-05T23:13:28.753025Z", + "iopub.status.idle": "2023-10-05T23:13:31.461164Z", + "shell.execute_reply": "2023-10-05T23:13:31.459908Z" } }, "outputs": [], @@ -604,10 +567,10 @@ "id": "95dc7268", "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:39:05.617754Z", - "iopub.status.busy": "2023-09-20T19:39:05.616479Z", - "iopub.status.idle": "2023-09-20T19:39:05.628140Z", - "shell.execute_reply": "2023-09-20T19:39:05.627390Z" + "iopub.execute_input": "2023-10-05T23:13:31.466165Z", + "iopub.status.busy": "2023-10-05T23:13:31.465024Z", + "iopub.status.idle": "2023-10-05T23:13:31.478248Z", + "shell.execute_reply": "2023-10-05T23:13:31.477520Z" } }, "outputs": [ @@ -643,10 +606,10 @@ "id": "e13de188", "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:39:05.631621Z", - "iopub.status.busy": "2023-09-20T19:39:05.631043Z", - "iopub.status.idle": "2023-09-20T19:39:05.653217Z", - "shell.execute_reply": "2023-09-20T19:39:05.652485Z" + "iopub.execute_input": "2023-10-05T23:13:31.481660Z", + "iopub.status.busy": "2023-10-05T23:13:31.480999Z", + "iopub.status.idle": "2023-10-05T23:13:31.503579Z", + "shell.execute_reply": "2023-10-05T23:13:31.502830Z" } }, "outputs": [ @@ -824,10 +787,10 @@ "id": "e4a006bd", "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:39:05.656611Z", - "iopub.status.busy": "2023-09-20T19:39:05.656048Z", - "iopub.status.idle": "2023-09-20T19:39:05.701406Z", - "shell.execute_reply": "2023-09-20T19:39:05.700694Z" + "iopub.execute_input": "2023-10-05T23:13:31.507133Z", + "iopub.status.busy": "2023-10-05T23:13:31.506772Z", + "iopub.status.idle": "2023-10-05T23:13:31.552854Z", + "shell.execute_reply": "2023-10-05T23:13:31.551959Z" } }, "outputs": [ @@ -929,10 +892,10 @@ "id": "c8f4e163", "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:39:05.705261Z", - "iopub.status.busy": "2023-09-20T19:39:05.704696Z", - "iopub.status.idle": "2023-09-20T19:39:05.714735Z", - "shell.execute_reply": "2023-09-20T19:39:05.714085Z" + "iopub.execute_input": "2023-10-05T23:13:31.556950Z", + "iopub.status.busy": "2023-10-05T23:13:31.556411Z", + "iopub.status.idle": "2023-10-05T23:13:31.566867Z", + "shell.execute_reply": "2023-10-05T23:13:31.566192Z" } }, "outputs": [ @@ -1006,10 +969,10 @@ "id": "db0b5179", "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:39:05.718208Z", - "iopub.status.busy": "2023-09-20T19:39:05.717747Z", - "iopub.status.idle": "2023-09-20T19:39:08.063878Z", - "shell.execute_reply": "2023-09-20T19:39:08.062962Z" + "iopub.execute_input": "2023-10-05T23:13:31.569828Z", + "iopub.status.busy": "2023-10-05T23:13:31.569570Z", + "iopub.status.idle": "2023-10-05T23:13:33.936985Z", + "shell.execute_reply": "2023-10-05T23:13:33.936161Z" } }, "outputs": [ @@ -1181,10 +1144,10 @@ "id": "a18795eb", "metadata": { "execution": { - "iopub.execute_input": "2023-09-20T19:39:08.067834Z", - "iopub.status.busy": "2023-09-20T19:39:08.067203Z", - "iopub.status.idle": "2023-09-20T19:39:08.073296Z", - "shell.execute_reply": "2023-09-20T19:39:08.072558Z" + "iopub.execute_input": "2023-10-05T23:13:33.940890Z", + "iopub.status.busy": "2023-10-05T23:13:33.940461Z", + "iopub.status.idle": "2023-10-05T23:13:33.945784Z", + "shell.execute_reply": "2023-10-05T23:13:33.945050Z" }, "nbsphinx": "hidden" }, diff --git a/master/.doctrees/tutorials/audio.doctree b/master/.doctrees/tutorials/audio.doctree index 677b090dc..79efa3a1b 100644 Binary files a/master/.doctrees/tutorials/audio.doctree and b/master/.doctrees/tutorials/audio.doctree differ diff --git a/master/.doctrees/tutorials/datalab/datalab_advanced.doctree 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b/master/.doctrees/tutorials/text.doctree index 4a3986528..0a9ec13cf 100644 Binary files a/master/.doctrees/tutorials/text.doctree and b/master/.doctrees/tutorials/text.doctree differ diff --git a/master/.doctrees/tutorials/token_classification.doctree b/master/.doctrees/tutorials/token_classification.doctree index c3ae30310..f7691c4cc 100644 Binary files a/master/.doctrees/tutorials/token_classification.doctree and b/master/.doctrees/tutorials/token_classification.doctree differ diff --git a/master/_modules/cleanlab/object_detection/summary.html b/master/_modules/cleanlab/object_detection/summary.html index 0320c8965..7e68bf49a 100644 --- a/master/_modules/cleanlab/object_detection/summary.html +++ b/master/_modules/cleanlab/object_detection/summary.html @@ -557,7 +557,7 @@

Source code for cleanlab.object_detection.summary

[docs]def visualize( - image: Union[str, Image], + image: Union[str, np.ndarray, Image], *, label: Optional[Dict[str, Any]] = None, prediction: Optional[np.ndarray] = None, diff --git a/master/_modules/cleanlab/segmentation/summary.html b/master/_modules/cleanlab/segmentation/summary.html index 84e039cf6..6f887874b 100644 --- a/master/_modules/cleanlab/segmentation/summary.html +++ b/master/_modules/cleanlab/segmentation/summary.html @@ -621,13 +621,14 @@

Source code for cleanlab.segmentation.summary

try: import matplotlib.pyplot as plt import matplotlib.patches as mpatches + from matplotlib.colors import ListedColormap except: raise ImportError('try "pip install matplotlib"') output_plots = (pred_probs is not None) + (labels is not None) + 1 # Colormap for errors - error_cmap = plt.cm.colors.ListedColormap(["none", "red"]) + error_cmap = ListedColormap(["none", "red"]) _, h, w = issues.shape if output_plots > 1: if pred_probs is not None: diff --git a/master/_sources/tutorials/audio.ipynb b/master/_sources/tutorials/audio.ipynb index d1e4cce08..ebea59f3e 100644 --- a/master/_sources/tutorials/audio.ipynb +++ b/master/_sources/tutorials/audio.ipynb @@ -91,7 +91,7 @@ "os.environ[\"TF_CPP_MIN_LOG_LEVEL\"] = \"3\" \n", "\n", "if \"google.colab\" in str(get_ipython()): # Check if it's running in Google Colab\n", - " %pip install git+https://github.com/cleanlab/cleanlab.git@6d45971cf83ccc85ac31d2591c54ce6b52a27281\n", + " %pip install git+https://github.com/cleanlab/cleanlab.git@ffbddc3a9e4600852d7a9efeace6fb2b916f585e\n", " cmd = ' '.join([dep for dep in dependencies if dep != \"cleanlab\"])\n", " %pip install $cmd\n", "else:\n", diff --git a/master/_sources/tutorials/datalab/datalab_advanced.ipynb b/master/_sources/tutorials/datalab/datalab_advanced.ipynb index 88ddc6600..5c7803cc9 100644 --- a/master/_sources/tutorials/datalab/datalab_advanced.ipynb +++ b/master/_sources/tutorials/datalab/datalab_advanced.ipynb @@ -87,7 +87,7 @@ "dependencies = [\"cleanlab\", \"matplotlib\", \"datasets\"] # TODO: make sure this list is updated\n", "\n", "if \"google.colab\" in str(get_ipython()): # Check if it's running in Google Colab\n", - " %pip install git+https://github.com/cleanlab/cleanlab.git@6d45971cf83ccc85ac31d2591c54ce6b52a27281\n", + " %pip install git+https://github.com/cleanlab/cleanlab.git@ffbddc3a9e4600852d7a9efeace6fb2b916f585e\n", " cmd = ' '.join([dep for dep in dependencies if dep != \"cleanlab\"])\n", " %pip install $cmd\n", "else:\n", diff --git a/master/_sources/tutorials/datalab/datalab_quickstart.ipynb b/master/_sources/tutorials/datalab/datalab_quickstart.ipynb index 8913231aa..b5470bec0 100644 --- a/master/_sources/tutorials/datalab/datalab_quickstart.ipynb +++ b/master/_sources/tutorials/datalab/datalab_quickstart.ipynb @@ -85,7 +85,7 @@ "dependencies = [\"cleanlab\", \"matplotlib\", \"datasets\"] # TODO: make sure this list is updated\n", "\n", "if \"google.colab\" in str(get_ipython()): # Check if it's running in Google Colab\n", - " %pip install git+https://github.com/cleanlab/cleanlab.git@6d45971cf83ccc85ac31d2591c54ce6b52a27281\n", + " %pip install git+https://github.com/cleanlab/cleanlab.git@ffbddc3a9e4600852d7a9efeace6fb2b916f585e\n", " cmd = ' '.join([dep for dep in dependencies if dep != \"cleanlab\"])\n", " %pip install $cmd\n", "else:\n", diff --git a/master/_sources/tutorials/datalab/tabular.ipynb b/master/_sources/tutorials/datalab/tabular.ipynb index 5bb6e49ce..bf1cb7ce0 100644 --- a/master/_sources/tutorials/datalab/tabular.ipynb +++ b/master/_sources/tutorials/datalab/tabular.ipynb @@ -81,7 +81,7 @@ "dependencies = [\"cleanlab\", \"datasets\"]\n", "\n", "if \"google.colab\" in str(get_ipython()): # Check if it's running in Google Colab\n", - " %pip install git+https://github.com/cleanlab/cleanlab.git@6d45971cf83ccc85ac31d2591c54ce6b52a27281\n", + " %pip install git+https://github.com/cleanlab/cleanlab.git@ffbddc3a9e4600852d7a9efeace6fb2b916f585e\n", " cmd = ' '.join([dep for dep in dependencies if dep != \"cleanlab\"])\n", " %pip install $cmd\n", "else:\n", diff --git a/master/_sources/tutorials/datalab/text.ipynb b/master/_sources/tutorials/datalab/text.ipynb index 466245d92..1f797590e 100644 --- a/master/_sources/tutorials/datalab/text.ipynb +++ b/master/_sources/tutorials/datalab/text.ipynb @@ -90,7 +90,7 @@ "os.environ[\"TOKENIZERS_PARALLELISM\"] = \"false\" # disable parallelism to avoid deadlocks with huggingface\n", "\n", "if \"google.colab\" in str(get_ipython()): # Check if it's running in Google Colab\n", - " %pip install git+https://github.com/cleanlab/cleanlab.git@6d45971cf83ccc85ac31d2591c54ce6b52a27281\n", + " %pip install git+https://github.com/cleanlab/cleanlab.git@ffbddc3a9e4600852d7a9efeace6fb2b916f585e\n", " cmd = ' '.join([dep for dep in dependencies if dep != \"cleanlab\"])\n", " %pip install $cmd\n", "else:\n", diff --git a/master/_sources/tutorials/dataset_health.ipynb b/master/_sources/tutorials/dataset_health.ipynb index 9d5c21cb9..9e9d1ee5b 100644 --- a/master/_sources/tutorials/dataset_health.ipynb +++ b/master/_sources/tutorials/dataset_health.ipynb @@ -77,7 +77,7 @@ "dependencies = [\"cleanlab\", \"requests\"]\n", "\n", "if \"google.colab\" in str(get_ipython()): # Check if it's running in Google Colab\n", - " %pip install git+https://github.com/cleanlab/cleanlab.git@6d45971cf83ccc85ac31d2591c54ce6b52a27281\n", + " %pip install git+https://github.com/cleanlab/cleanlab.git@ffbddc3a9e4600852d7a9efeace6fb2b916f585e\n", " cmd = ' '.join([dep for dep in dependencies if dep != \"cleanlab\"])\n", " %pip install $cmd\n", "else:\n", diff --git a/master/_sources/tutorials/indepth_overview.ipynb b/master/_sources/tutorials/indepth_overview.ipynb index 05d30556b..56d002c4e 100644 --- a/master/_sources/tutorials/indepth_overview.ipynb +++ b/master/_sources/tutorials/indepth_overview.ipynb @@ -62,7 +62,7 @@ "dependencies = [\"cleanlab\", \"matplotlib\", \"datasets\"]\n", "\n", "if \"google.colab\" in str(get_ipython()): # Check if it's running in Google Colab\n", - " %pip install git+https://github.com/cleanlab/cleanlab.git@6d45971cf83ccc85ac31d2591c54ce6b52a27281\n", + " %pip install git+https://github.com/cleanlab/cleanlab.git@ffbddc3a9e4600852d7a9efeace6fb2b916f585e\n", " cmd = ' '.join([dep for dep in dependencies if dep != \"cleanlab\"])\n", " %pip install $cmd\n", "else:\n", diff --git a/master/_sources/tutorials/multiannotator.ipynb b/master/_sources/tutorials/multiannotator.ipynb index 357a24150..b9a21e4b1 100644 --- a/master/_sources/tutorials/multiannotator.ipynb +++ b/master/_sources/tutorials/multiannotator.ipynb @@ -96,7 +96,7 @@ "dependencies = [\"cleanlab\"]\n", "\n", "if \"google.colab\" in str(get_ipython()): # Check if it's running in Google Colab\n", - " %pip install git+https://github.com/cleanlab/cleanlab.git@6d45971cf83ccc85ac31d2591c54ce6b52a27281\n", + " %pip install git+https://github.com/cleanlab/cleanlab.git@ffbddc3a9e4600852d7a9efeace6fb2b916f585e\n", " cmd = ' '.join([dep for dep in dependencies if dep != \"cleanlab\"])\n", " %pip install $cmd\n", "else:\n", diff --git a/master/_sources/tutorials/multilabel_classification.ipynb b/master/_sources/tutorials/multilabel_classification.ipynb index 51748d6bd..d69be700b 100644 --- a/master/_sources/tutorials/multilabel_classification.ipynb +++ b/master/_sources/tutorials/multilabel_classification.ipynb @@ -72,7 +72,7 @@ "dependencies = [\"cleanlab\", \"matplotlib\"]\n", "\n", "if \"google.colab\" in str(get_ipython()): # Check if it's running in Google Colab\n", - " %pip install git+https://github.com/cleanlab/cleanlab.git@6d45971cf83ccc85ac31d2591c54ce6b52a27281\n", + " %pip install git+https://github.com/cleanlab/cleanlab.git@ffbddc3a9e4600852d7a9efeace6fb2b916f585e\n", " cmd = ' '.join([dep for dep in dependencies if dep != \"cleanlab\"])\n", " %pip install $cmd\n", "else:\n", diff --git a/master/_sources/tutorials/object_detection.ipynb b/master/_sources/tutorials/object_detection.ipynb index 51a109776..567ff45b5 100644 --- a/master/_sources/tutorials/object_detection.ipynb +++ b/master/_sources/tutorials/object_detection.ipynb @@ -77,7 +77,7 @@ "dependencies = [\"cleanlab\", \"matplotlib\"]\n", "\n", "if \"google.colab\" in str(get_ipython()): # Check if it's running in Google Colab\n", - " %pip install git+https://github.com/cleanlab/cleanlab.git@6d45971cf83ccc85ac31d2591c54ce6b52a27281\n", + " %pip install git+https://github.com/cleanlab/cleanlab.git@ffbddc3a9e4600852d7a9efeace6fb2b916f585e\n", " cmd = ' '.join([dep for dep in dependencies if dep != \"cleanlab\"])\n", " %pip install $cmd\n", "else:\n", diff --git a/master/_sources/tutorials/outliers.ipynb b/master/_sources/tutorials/outliers.ipynb index adc87cd25..f972504d0 100644 --- a/master/_sources/tutorials/outliers.ipynb +++ b/master/_sources/tutorials/outliers.ipynb @@ -119,7 +119,7 @@ "dependencies = [\"matplotlib\", \"torch\", \"torchvision\", \"timm\", \"cleanlab\"]\n", "\n", "if \"google.colab\" in str(get_ipython()): # Check if it's running in Google Colab\n", - " %pip install git+https://github.com/cleanlab/cleanlab.git@6d45971cf83ccc85ac31d2591c54ce6b52a27281\n", + " %pip install git+https://github.com/cleanlab/cleanlab.git@ffbddc3a9e4600852d7a9efeace6fb2b916f585e\n", " cmd = ' '.join([dep for dep in dependencies if dep != \"cleanlab\"])\n", " %pip install $cmd\n", "else:\n", diff --git a/master/_sources/tutorials/regression.ipynb b/master/_sources/tutorials/regression.ipynb index fe59e61d4..1d2579abd 100644 --- a/master/_sources/tutorials/regression.ipynb +++ b/master/_sources/tutorials/regression.ipynb @@ -103,7 +103,7 @@ "dependencies = [\"cleanlab\", \"matplotlib>=3.6.0\"]\n", "\n", "if \"google.colab\" in str(get_ipython()): # Check if it's running in Google Colab\n", - " %pip install git+https://github.com/cleanlab/cleanlab.git@6d45971cf83ccc85ac31d2591c54ce6b52a27281\n", + " %pip install git+https://github.com/cleanlab/cleanlab.git@ffbddc3a9e4600852d7a9efeace6fb2b916f585e\n", " cmd = \" \".join([dep for dep in dependencies if dep != \"cleanlab\"])\n", " %pip install $cmd\n", "else:\n", diff --git a/master/_sources/tutorials/segmentation.ipynb b/master/_sources/tutorials/segmentation.ipynb index 05bd29b71..947b0c854 100644 --- a/master/_sources/tutorials/segmentation.ipynb +++ b/master/_sources/tutorials/segmentation.ipynb @@ -91,7 +91,7 @@ "dependencies = [\"cleanlab\"]\n", "\n", "if \"google.colab\" in str(get_ipython()): # Check if it's running in Google Colab\n", - " %pip install git+https://github.com/cleanlab/cleanlab.git@6d45971cf83ccc85ac31d2591c54ce6b52a27281\n", + " %pip install git+https://github.com/cleanlab/cleanlab.git@ffbddc3a9e4600852d7a9efeace6fb2b916f585e\n", " cmd = ' '.join([dep for dep in dependencies if dep != \"cleanlab\"])\n", " %pip install $cmd\n", "else:\n", diff --git a/master/_sources/tutorials/tabular.ipynb b/master/_sources/tutorials/tabular.ipynb index c1e9142ba..46e0f42c3 100644 --- a/master/_sources/tutorials/tabular.ipynb +++ b/master/_sources/tutorials/tabular.ipynb @@ -119,7 +119,7 @@ "dependencies = [\"cleanlab\"]\n", "\n", "if \"google.colab\" in str(get_ipython()): # Check if it's running in Google Colab\n", - " %pip install git+https://github.com/cleanlab/cleanlab.git@6d45971cf83ccc85ac31d2591c54ce6b52a27281\n", + " %pip install git+https://github.com/cleanlab/cleanlab.git@ffbddc3a9e4600852d7a9efeace6fb2b916f585e\n", " cmd = ' '.join([dep for dep in dependencies if dep != \"cleanlab\"])\n", " %pip install $cmd\n", "else:\n", diff --git a/master/_sources/tutorials/text.ipynb b/master/_sources/tutorials/text.ipynb index 69339dce6..980d5d334 100644 --- a/master/_sources/tutorials/text.ipynb +++ b/master/_sources/tutorials/text.ipynb @@ -128,7 +128,7 @@ "os.environ[\"TOKENIZERS_PARALLELISM\"] = \"false\" # disable parallelism to avoid deadlocks with huggingface\n", "\n", "if \"google.colab\" in str(get_ipython()): # Check if it's running in Google Colab\n", - " %pip install git+https://github.com/cleanlab/cleanlab.git@6d45971cf83ccc85ac31d2591c54ce6b52a27281\n", + " %pip install git+https://github.com/cleanlab/cleanlab.git@ffbddc3a9e4600852d7a9efeace6fb2b916f585e\n", " cmd = ' '.join([dep for dep in dependencies if dep != \"cleanlab\"])\n", " %pip install $cmd\n", "else:\n", diff --git a/master/_sources/tutorials/token_classification.ipynb b/master/_sources/tutorials/token_classification.ipynb index 0957effd6..cb7e8b589 100644 --- a/master/_sources/tutorials/token_classification.ipynb +++ b/master/_sources/tutorials/token_classification.ipynb @@ -95,7 +95,7 @@ "dependencies = [\"cleanlab\"]\n", "\n", "if \"google.colab\" in str(get_ipython()): # Check if it's running in Google Colab\n", - " %pip install git+https://github.com/cleanlab/cleanlab.git@6d45971cf83ccc85ac31d2591c54ce6b52a27281\n", + " %pip install git+https://github.com/cleanlab/cleanlab.git@ffbddc3a9e4600852d7a9efeace6fb2b916f585e\n", " cmd = ' '.join([dep for dep in dependencies if dep != \"cleanlab\"])\n", " %pip install $cmd\n", "else:\n", diff --git a/master/cleanlab/classification.html b/master/cleanlab/classification.html index efc1092c7..4538e00af 100644 --- a/master/cleanlab/classification.html +++ b/master/cleanlab/classification.html @@ -1076,7 +1076,7 @@

Note

This method is only relevant if this estimator is used as a sub-estimator of a meta-estimator, e.g. used inside a -pipeline.Pipeline. Otherwise it has no effect.

+Pipeline. Otherwise it has no effect.

Parameters:
@@ -1142,7 +1142,7 @@

Note

This method is only relevant if this estimator is used as a sub-estimator of a meta-estimator, e.g. used inside a -pipeline.Pipeline. Otherwise it has no effect.

+Pipeline. Otherwise it has no effect.

Parameters:
diff --git a/master/cleanlab/experimental/mnist_pytorch.html b/master/cleanlab/experimental/mnist_pytorch.html index 34b4b1b87..b0acd6a5c 100644 --- a/master/cleanlab/experimental/mnist_pytorch.html +++ b/master/cleanlab/experimental/mnist_pytorch.html @@ -2245,7 +2245,7 @@

Note

This method is only relevant if this estimator is used as a sub-estimator of a meta-estimator, e.g. used inside a -pipeline.Pipeline. Otherwise it has no effect.

+Pipeline. Otherwise it has no effect.

Parameters:
@@ -2287,7 +2287,7 @@

Note

This method is only relevant if this estimator is used as a sub-estimator of a meta-estimator, e.g. used inside a -pipeline.Pipeline. Otherwise it has no effect.

+Pipeline. Otherwise it has no effect.

Parameters:
@@ -2327,7 +2327,7 @@

Note

This method is only relevant if this estimator is used as a sub-estimator of a meta-estimator, e.g. used inside a -pipeline.Pipeline. Otherwise it has no effect.

+Pipeline. Otherwise it has no effect.

Parameters:
diff --git a/master/cleanlab/object_detection/summary.html b/master/cleanlab/object_detection/summary.html index 35ab6bc37..6ef4ab395 100644 --- a/master/cleanlab/object_detection/summary.html +++ b/master/cleanlab/object_detection/summary.html @@ -541,7 +541,7 @@

summary
Parameters: