deploy: cleanlab/cleanlab@8290144

cleanlab · Sep 26, 2024 · 75efc9b · 75efc9b
1 parent b2507b8
commit 75efc9b
Show file tree

Hide file tree

Showing 184 changed files with 12,351 additions and 12,305 deletions.
diff --git a/master/.buildinfo b/master/.buildinfo
@@ -1,4 +1,4 @@
 # Sphinx build info version 1
 # This file hashes the configuration used when building these files. When it is not found, a full rebuild will be done.
-config: 6c1b6ba46e7b82b74029d5189564c63b
+config: 6aec967625063143b64e56727739db11
 tags: 645f666f9bcd5a90fca523b33c5a78b7
diff --git a/master/.doctrees/cleanlab/benchmarking/index.doctree b/master/.doctrees/cleanlab/benchmarking/index.doctree
diff --git a/master/.doctrees/cleanlab/benchmarking/noise_generation.doctree b/master/.doctrees/cleanlab/benchmarking/noise_generation.doctree
diff --git a/master/.doctrees/cleanlab/classification.doctree b/master/.doctrees/cleanlab/classification.doctree
diff --git a/master/.doctrees/cleanlab/count.doctree b/master/.doctrees/cleanlab/count.doctree
diff --git a/master/.doctrees/cleanlab/data_valuation.doctree b/master/.doctrees/cleanlab/data_valuation.doctree
diff --git a/master/.doctrees/cleanlab/datalab/datalab.doctree b/master/.doctrees/cleanlab/datalab/datalab.doctree
diff --git a/master/.doctrees/cleanlab/datalab/guide/_templates/issue_types_tip.doctree b/master/.doctrees/cleanlab/datalab/guide/_templates/issue_types_tip.doctree
diff --git a/master/.doctrees/cleanlab/datalab/guide/custom_issue_manager.doctree b/master/.doctrees/cleanlab/datalab/guide/custom_issue_manager.doctree
diff --git a/master/.doctrees/cleanlab/datalab/guide/generating_cluster_ids.doctree b/master/.doctrees/cleanlab/datalab/guide/generating_cluster_ids.doctree
diff --git a/master/.doctrees/cleanlab/datalab/guide/index.doctree b/master/.doctrees/cleanlab/datalab/guide/index.doctree
diff --git a/master/.doctrees/cleanlab/datalab/guide/issue_type_description.doctree b/master/.doctrees/cleanlab/datalab/guide/issue_type_description.doctree
diff --git a/master/.doctrees/cleanlab/datalab/guide/table.doctree b/master/.doctrees/cleanlab/datalab/guide/table.doctree
diff --git a/master/.doctrees/cleanlab/datalab/index.doctree b/master/.doctrees/cleanlab/datalab/index.doctree
diff --git a/master/.doctrees/cleanlab/datalab/internal/adapter/imagelab.doctree b/master/.doctrees/cleanlab/datalab/internal/adapter/imagelab.doctree
diff --git a/master/.doctrees/cleanlab/datalab/internal/adapter/index.doctree b/master/.doctrees/cleanlab/datalab/internal/adapter/index.doctree
diff --git a/master/.doctrees/cleanlab/datalab/internal/data.doctree b/master/.doctrees/cleanlab/datalab/internal/data.doctree
diff --git a/master/.doctrees/cleanlab/datalab/internal/data_issues.doctree b/master/.doctrees/cleanlab/datalab/internal/data_issues.doctree
diff --git a/master/.doctrees/cleanlab/datalab/internal/factory.doctree b/master/.doctrees/cleanlab/datalab/internal/factory.doctree
diff --git a/master/.doctrees/cleanlab/datalab/internal/index.doctree b/master/.doctrees/cleanlab/datalab/internal/index.doctree
diff --git a/master/.doctrees/cleanlab/datalab/internal/issue_finder.doctree b/master/.doctrees/cleanlab/datalab/internal/issue_finder.doctree
diff --git a/master/.doctrees/cleanlab/datalab/internal/issue_manager/_notices/not_registered.doctree b/master/.doctrees/cleanlab/datalab/internal/issue_manager/_notices/not_registered.doctree
diff --git a/master/.doctrees/cleanlab/datalab/internal/issue_manager/data_valuation.doctree b/master/.doctrees/cleanlab/datalab/internal/issue_manager/data_valuation.doctree
diff --git a/master/.doctrees/cleanlab/datalab/internal/issue_manager/duplicate.doctree b/master/.doctrees/cleanlab/datalab/internal/issue_manager/duplicate.doctree
diff --git a/master/.doctrees/cleanlab/datalab/internal/issue_manager/imbalance.doctree b/master/.doctrees/cleanlab/datalab/internal/issue_manager/imbalance.doctree
diff --git a/master/.doctrees/cleanlab/datalab/internal/issue_manager/index.doctree b/master/.doctrees/cleanlab/datalab/internal/issue_manager/index.doctree
diff --git a/master/.doctrees/cleanlab/datalab/internal/issue_manager/issue_manager.doctree b/master/.doctrees/cleanlab/datalab/internal/issue_manager/issue_manager.doctree
diff --git a/master/.doctrees/cleanlab/datalab/internal/issue_manager/label.doctree b/master/.doctrees/cleanlab/datalab/internal/issue_manager/label.doctree
diff --git a/master/.doctrees/cleanlab/datalab/internal/issue_manager/multilabel/index.doctree b/master/.doctrees/cleanlab/datalab/internal/issue_manager/multilabel/index.doctree
diff --git a/master/.doctrees/cleanlab/datalab/internal/issue_manager/multilabel/label.doctree b/master/.doctrees/cleanlab/datalab/internal/issue_manager/multilabel/label.doctree
diff --git a/master/.doctrees/cleanlab/datalab/internal/issue_manager/noniid.doctree b/master/.doctrees/cleanlab/datalab/internal/issue_manager/noniid.doctree
diff --git a/master/.doctrees/cleanlab/datalab/internal/issue_manager/null.doctree b/master/.doctrees/cleanlab/datalab/internal/issue_manager/null.doctree
diff --git a/master/.doctrees/cleanlab/datalab/internal/issue_manager/outlier.doctree b/master/.doctrees/cleanlab/datalab/internal/issue_manager/outlier.doctree
diff --git a/master/.doctrees/cleanlab/datalab/internal/issue_manager/regression/index.doctree b/master/.doctrees/cleanlab/datalab/internal/issue_manager/regression/index.doctree
diff --git a/master/.doctrees/cleanlab/datalab/internal/issue_manager/regression/label.doctree b/master/.doctrees/cleanlab/datalab/internal/issue_manager/regression/label.doctree
diff --git a/master/.doctrees/cleanlab/datalab/internal/issue_manager/underperforming_group.doctree b/master/.doctrees/cleanlab/datalab/internal/issue_manager/underperforming_group.doctree
diff --git a/master/.doctrees/cleanlab/datalab/internal/model_outputs.doctree b/master/.doctrees/cleanlab/datalab/internal/model_outputs.doctree
diff --git a/master/.doctrees/cleanlab/datalab/internal/report.doctree b/master/.doctrees/cleanlab/datalab/internal/report.doctree
diff --git a/master/.doctrees/cleanlab/datalab/internal/task.doctree b/master/.doctrees/cleanlab/datalab/internal/task.doctree
diff --git a/master/.doctrees/cleanlab/datalab/optional_dependencies.doctree b/master/.doctrees/cleanlab/datalab/optional_dependencies.doctree
diff --git a/master/.doctrees/cleanlab/dataset.doctree b/master/.doctrees/cleanlab/dataset.doctree
diff --git a/master/.doctrees/cleanlab/experimental/cifar_cnn.doctree b/master/.doctrees/cleanlab/experimental/cifar_cnn.doctree
diff --git a/master/.doctrees/cleanlab/experimental/coteaching.doctree b/master/.doctrees/cleanlab/experimental/coteaching.doctree
diff --git a/master/.doctrees/cleanlab/experimental/index.doctree b/master/.doctrees/cleanlab/experimental/index.doctree
diff --git a/master/.doctrees/cleanlab/experimental/label_issues_batched.doctree b/master/.doctrees/cleanlab/experimental/label_issues_batched.doctree
diff --git a/master/.doctrees/cleanlab/experimental/mnist_pytorch.doctree b/master/.doctrees/cleanlab/experimental/mnist_pytorch.doctree
diff --git a/master/.doctrees/cleanlab/experimental/span_classification.doctree b/master/.doctrees/cleanlab/experimental/span_classification.doctree
diff --git a/master/.doctrees/cleanlab/filter.doctree b/master/.doctrees/cleanlab/filter.doctree
diff --git a/master/.doctrees/cleanlab/internal/index.doctree b/master/.doctrees/cleanlab/internal/index.doctree
diff --git a/master/.doctrees/cleanlab/internal/label_quality_utils.doctree b/master/.doctrees/cleanlab/internal/label_quality_utils.doctree
diff --git a/master/.doctrees/cleanlab/internal/latent_algebra.doctree b/master/.doctrees/cleanlab/internal/latent_algebra.doctree
diff --git a/master/.doctrees/cleanlab/internal/multiannotator_utils.doctree b/master/.doctrees/cleanlab/internal/multiannotator_utils.doctree
diff --git a/master/.doctrees/cleanlab/internal/multilabel_scorer.doctree b/master/.doctrees/cleanlab/internal/multilabel_scorer.doctree
diff --git a/master/.doctrees/cleanlab/internal/multilabel_utils.doctree b/master/.doctrees/cleanlab/internal/multilabel_utils.doctree
diff --git a/master/.doctrees/cleanlab/internal/neighbor/index.doctree b/master/.doctrees/cleanlab/internal/neighbor/index.doctree
diff --git a/master/.doctrees/cleanlab/internal/neighbor/knn_graph.doctree b/master/.doctrees/cleanlab/internal/neighbor/knn_graph.doctree
diff --git a/master/.doctrees/cleanlab/internal/neighbor/metric.doctree b/master/.doctrees/cleanlab/internal/neighbor/metric.doctree
diff --git a/master/.doctrees/cleanlab/internal/neighbor/search.doctree b/master/.doctrees/cleanlab/internal/neighbor/search.doctree
diff --git a/master/.doctrees/cleanlab/internal/outlier.doctree b/master/.doctrees/cleanlab/internal/outlier.doctree
diff --git a/master/.doctrees/cleanlab/internal/token_classification_utils.doctree b/master/.doctrees/cleanlab/internal/token_classification_utils.doctree
diff --git a/master/.doctrees/cleanlab/internal/util.doctree b/master/.doctrees/cleanlab/internal/util.doctree
diff --git a/master/.doctrees/cleanlab/internal/validation.doctree b/master/.doctrees/cleanlab/internal/validation.doctree
diff --git a/master/.doctrees/cleanlab/models/index.doctree b/master/.doctrees/cleanlab/models/index.doctree
diff --git a/master/.doctrees/cleanlab/models/keras.doctree b/master/.doctrees/cleanlab/models/keras.doctree
diff --git a/master/.doctrees/cleanlab/multiannotator.doctree b/master/.doctrees/cleanlab/multiannotator.doctree
diff --git a/master/.doctrees/cleanlab/multilabel_classification/dataset.doctree b/master/.doctrees/cleanlab/multilabel_classification/dataset.doctree
diff --git a/master/.doctrees/cleanlab/multilabel_classification/filter.doctree b/master/.doctrees/cleanlab/multilabel_classification/filter.doctree
diff --git a/master/.doctrees/cleanlab/multilabel_classification/index.doctree b/master/.doctrees/cleanlab/multilabel_classification/index.doctree
diff --git a/master/.doctrees/cleanlab/multilabel_classification/rank.doctree b/master/.doctrees/cleanlab/multilabel_classification/rank.doctree
diff --git a/master/.doctrees/cleanlab/object_detection/filter.doctree b/master/.doctrees/cleanlab/object_detection/filter.doctree
diff --git a/master/.doctrees/cleanlab/object_detection/index.doctree b/master/.doctrees/cleanlab/object_detection/index.doctree
diff --git a/master/.doctrees/cleanlab/object_detection/rank.doctree b/master/.doctrees/cleanlab/object_detection/rank.doctree
diff --git a/master/.doctrees/cleanlab/object_detection/summary.doctree b/master/.doctrees/cleanlab/object_detection/summary.doctree
diff --git a/master/.doctrees/cleanlab/outlier.doctree b/master/.doctrees/cleanlab/outlier.doctree
diff --git a/master/.doctrees/cleanlab/rank.doctree b/master/.doctrees/cleanlab/rank.doctree
diff --git a/master/.doctrees/cleanlab/regression/index.doctree b/master/.doctrees/cleanlab/regression/index.doctree
diff --git a/master/.doctrees/cleanlab/regression/learn.doctree b/master/.doctrees/cleanlab/regression/learn.doctree
diff --git a/master/.doctrees/cleanlab/regression/rank.doctree b/master/.doctrees/cleanlab/regression/rank.doctree
diff --git a/master/.doctrees/cleanlab/segmentation/filter.doctree b/master/.doctrees/cleanlab/segmentation/filter.doctree
diff --git a/master/.doctrees/cleanlab/segmentation/index.doctree b/master/.doctrees/cleanlab/segmentation/index.doctree
diff --git a/master/.doctrees/cleanlab/segmentation/rank.doctree b/master/.doctrees/cleanlab/segmentation/rank.doctree
diff --git a/master/.doctrees/cleanlab/segmentation/summary.doctree b/master/.doctrees/cleanlab/segmentation/summary.doctree
diff --git a/master/.doctrees/cleanlab/token_classification/filter.doctree b/master/.doctrees/cleanlab/token_classification/filter.doctree
diff --git a/master/.doctrees/cleanlab/token_classification/index.doctree b/master/.doctrees/cleanlab/token_classification/index.doctree
diff --git a/master/.doctrees/cleanlab/token_classification/rank.doctree b/master/.doctrees/cleanlab/token_classification/rank.doctree
diff --git a/master/.doctrees/cleanlab/token_classification/summary.doctree b/master/.doctrees/cleanlab/token_classification/summary.doctree
diff --git a/master/.doctrees/environment.pickle b/master/.doctrees/environment.pickle
diff --git a/master/.doctrees/index.doctree b/master/.doctrees/index.doctree
diff --git a/master/.doctrees/migrating/migrate_v2.doctree b/master/.doctrees/migrating/migrate_v2.doctree
diff --git a/master/.doctrees/nbsphinx/tutorials/clean_learning/tabular.ipynb b/master/.doctrees/nbsphinx/tutorials/clean_learning/tabular.ipynb
@@ -113,10 +113,10 @@
    "execution_count": 1,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-09-06T19:32:51.069638Z",
-     "iopub.status.busy": "2024-09-06T19:32:51.069457Z",
-     "iopub.status.idle": "2024-09-06T19:32:52.310694Z",
-     "shell.execute_reply": "2024-09-06T19:32:52.310136Z"
+     "iopub.execute_input": "2024-09-26T14:46:49.976999Z",
+     "iopub.status.busy": "2024-09-26T14:46:49.976816Z",
+     "iopub.status.idle": "2024-09-26T14:46:51.290105Z",
+     "shell.execute_reply": "2024-09-26T14:46:51.289537Z"
     },
     "nbsphinx": "hidden"
    },
@@ -126,7 +126,7 @@
     "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@9c563ed5c55574f3f6fa5ce0532b0ef711a5f774\n",
+    "    %pip install git+https://github.com/cleanlab/cleanlab.git@82901442916cd9aa0a85cf88d058b89f5506a1fb\n",
     "    cmd = ' '.join([dep for dep in dependencies if dep != \"cleanlab\"])\n",
     "    %pip install $cmd\n",
     "else:\n",
@@ -151,10 +151,10 @@
    "execution_count": 2,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-09-06T19:32:52.313494Z",
-     "iopub.status.busy": "2024-09-06T19:32:52.312922Z",
-     "iopub.status.idle": "2024-09-06T19:32:52.331174Z",
-     "shell.execute_reply": "2024-09-06T19:32:52.330732Z"
+     "iopub.execute_input": "2024-09-26T14:46:51.292353Z",
+     "iopub.status.busy": "2024-09-26T14:46:51.291898Z",
+     "iopub.status.idle": "2024-09-26T14:46:51.324181Z",
+     "shell.execute_reply": "2024-09-26T14:46:51.323699Z"
     }
    },
    "outputs": [],
@@ -195,10 +195,10 @@
    "execution_count": 3,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-09-06T19:32:52.333414Z",
-     "iopub.status.busy": "2024-09-06T19:32:52.333012Z",
-     "iopub.status.idle": "2024-09-06T19:32:52.616135Z",
-     "shell.execute_reply": "2024-09-06T19:32:52.615552Z"
+     "iopub.execute_input": "2024-09-26T14:46:51.326351Z",
+     "iopub.status.busy": "2024-09-26T14:46:51.325915Z",
+     "iopub.status.idle": "2024-09-26T14:46:51.516296Z",
+     "shell.execute_reply": "2024-09-26T14:46:51.515685Z"
     }
    },
    "outputs": [
@@ -305,10 +305,10 @@
    "execution_count": 4,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-09-06T19:32:52.647632Z",
-     "iopub.status.busy": "2024-09-06T19:32:52.647448Z",
-     "iopub.status.idle": "2024-09-06T19:32:52.650810Z",
-     "shell.execute_reply": "2024-09-06T19:32:52.650339Z"
+     "iopub.execute_input": "2024-09-26T14:46:51.550190Z",
+     "iopub.status.busy": "2024-09-26T14:46:51.549718Z",
+     "iopub.status.idle": "2024-09-26T14:46:51.556194Z",
+     "shell.execute_reply": "2024-09-26T14:46:51.555704Z"
     }
    },
    "outputs": [],
@@ -329,10 +329,10 @@
    "execution_count": 5,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-09-06T19:32:52.652810Z",
-     "iopub.status.busy": "2024-09-06T19:32:52.652474Z",
-     "iopub.status.idle": "2024-09-06T19:32:52.660488Z",
-     "shell.execute_reply": "2024-09-06T19:32:52.660065Z"
+     "iopub.execute_input": "2024-09-26T14:46:51.558094Z",
+     "iopub.status.busy": "2024-09-26T14:46:51.557801Z",
+     "iopub.status.idle": "2024-09-26T14:46:51.566504Z",
+     "shell.execute_reply": "2024-09-26T14:46:51.566057Z"
     }
    },
    "outputs": [],
@@ -384,10 +384,10 @@
    "execution_count": 6,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-09-06T19:32:52.662789Z",
-     "iopub.status.busy": "2024-09-06T19:32:52.662453Z",
-     "iopub.status.idle": "2024-09-06T19:32:52.664910Z",
-     "shell.execute_reply": "2024-09-06T19:32:52.664468Z"
+     "iopub.execute_input": "2024-09-26T14:46:51.568613Z",
+     "iopub.status.busy": "2024-09-26T14:46:51.568153Z",
+     "iopub.status.idle": "2024-09-26T14:46:51.571064Z",
+     "shell.execute_reply": "2024-09-26T14:46:51.570501Z"
     }
    },
    "outputs": [],
@@ -409,10 +409,10 @@
    "execution_count": 7,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-09-06T19:32:52.667005Z",
-     "iopub.status.busy": "2024-09-06T19:32:52.666677Z",
-     "iopub.status.idle": "2024-09-06T19:32:53.186834Z",
-     "shell.execute_reply": "2024-09-06T19:32:53.186291Z"
+     "iopub.execute_input": "2024-09-26T14:46:51.573000Z",
+     "iopub.status.busy": "2024-09-26T14:46:51.572679Z",
+     "iopub.status.idle": "2024-09-26T14:46:52.105207Z",
+     "shell.execute_reply": "2024-09-26T14:46:52.104691Z"
     }
    },
    "outputs": [],
@@ -446,10 +446,10 @@
    "execution_count": 8,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-09-06T19:32:53.189445Z",
-     "iopub.status.busy": "2024-09-06T19:32:53.189066Z",
-     "iopub.status.idle": "2024-09-06T19:32:55.090605Z",
-     "shell.execute_reply": "2024-09-06T19:32:55.089933Z"
+     "iopub.execute_input": "2024-09-26T14:46:52.107319Z",
+     "iopub.status.busy": "2024-09-26T14:46:52.107018Z",
+     "iopub.status.idle": "2024-09-26T14:46:54.109749Z",
+     "shell.execute_reply": "2024-09-26T14:46:54.109008Z"
     }
    },
    "outputs": [
@@ -481,10 +481,10 @@
    "execution_count": 9,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-09-06T19:32:55.093443Z",
-     "iopub.status.busy": "2024-09-06T19:32:55.092787Z",
-     "iopub.status.idle": "2024-09-06T19:32:55.103390Z",
-     "shell.execute_reply": "2024-09-06T19:32:55.102831Z"
+     "iopub.execute_input": "2024-09-26T14:46:54.112432Z",
+     "iopub.status.busy": "2024-09-26T14:46:54.111599Z",
+     "iopub.status.idle": "2024-09-26T14:46:54.122786Z",
+     "shell.execute_reply": "2024-09-26T14:46:54.122299Z"
     }
    },
    "outputs": [
@@ -605,10 +605,10 @@
    "execution_count": 10,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-09-06T19:32:55.105571Z",
-     "iopub.status.busy": "2024-09-06T19:32:55.105237Z",
-     "iopub.status.idle": "2024-09-06T19:32:55.109432Z",
-     "shell.execute_reply": "2024-09-06T19:32:55.108857Z"
+     "iopub.execute_input": "2024-09-26T14:46:54.124636Z",
+     "iopub.status.busy": "2024-09-26T14:46:54.124305Z",
+     "iopub.status.idle": "2024-09-26T14:46:54.128711Z",
+     "shell.execute_reply": "2024-09-26T14:46:54.128162Z"
     }
    },
    "outputs": [],
@@ -633,10 +633,10 @@
    "execution_count": 11,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-09-06T19:32:55.111438Z",
-     "iopub.status.busy": "2024-09-06T19:32:55.111142Z",
-     "iopub.status.idle": "2024-09-06T19:32:55.120139Z",
-     "shell.execute_reply": "2024-09-06T19:32:55.119708Z"
+     "iopub.execute_input": "2024-09-26T14:46:54.130465Z",
+     "iopub.status.busy": "2024-09-26T14:46:54.130125Z",
+     "iopub.status.idle": "2024-09-26T14:46:54.138888Z",
+     "shell.execute_reply": "2024-09-26T14:46:54.138403Z"
     }
    },
    "outputs": [],
@@ -658,10 +658,10 @@
    "execution_count": 12,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-09-06T19:32:55.122107Z",
-     "iopub.status.busy": "2024-09-06T19:32:55.121935Z",
-     "iopub.status.idle": "2024-09-06T19:32:55.235206Z",
-     "shell.execute_reply": "2024-09-06T19:32:55.234622Z"
+     "iopub.execute_input": "2024-09-26T14:46:54.140677Z",
+     "iopub.status.busy": "2024-09-26T14:46:54.140309Z",
+     "iopub.status.idle": "2024-09-26T14:46:54.256974Z",
+     "shell.execute_reply": "2024-09-26T14:46:54.256488Z"
     }
    },
    "outputs": [
@@ -691,10 +691,10 @@
    "execution_count": 13,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-09-06T19:32:55.237464Z",
-     "iopub.status.busy": "2024-09-06T19:32:55.237015Z",
-     "iopub.status.idle": "2024-09-06T19:32:55.240074Z",
-     "shell.execute_reply": "2024-09-06T19:32:55.239512Z"
+     "iopub.execute_input": "2024-09-26T14:46:54.258978Z",
+     "iopub.status.busy": "2024-09-26T14:46:54.258613Z",
+     "iopub.status.idle": "2024-09-26T14:46:54.261400Z",
+     "shell.execute_reply": "2024-09-26T14:46:54.260928Z"
     }
    },
    "outputs": [],
@@ -715,10 +715,10 @@
    "execution_count": 14,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-09-06T19:32:55.242072Z",
-     "iopub.status.busy": "2024-09-06T19:32:55.241898Z",
-     "iopub.status.idle": "2024-09-06T19:32:57.303999Z",
-     "shell.execute_reply": "2024-09-06T19:32:57.303194Z"
+     "iopub.execute_input": "2024-09-26T14:46:54.263212Z",
+     "iopub.status.busy": "2024-09-26T14:46:54.262873Z",
+     "iopub.status.idle": "2024-09-26T14:46:56.458045Z",
+     "shell.execute_reply": "2024-09-26T14:46:56.457352Z"
     }
    },
    "outputs": [],
@@ -738,10 +738,10 @@
    "execution_count": 15,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-09-06T19:32:57.307062Z",
-     "iopub.status.busy": "2024-09-06T19:32:57.306412Z",
-     "iopub.status.idle": "2024-09-06T19:32:57.318236Z",
-     "shell.execute_reply": "2024-09-06T19:32:57.317761Z"
+     "iopub.execute_input": "2024-09-26T14:46:56.460937Z",
+     "iopub.status.busy": "2024-09-26T14:46:56.459991Z",
+     "iopub.status.idle": "2024-09-26T14:46:56.471759Z",
+     "shell.execute_reply": "2024-09-26T14:46:56.471273Z"
     }
    },
    "outputs": [
@@ -786,10 +786,10 @@
    "execution_count": 16,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-09-06T19:32:57.320219Z",
-     "iopub.status.busy": "2024-09-06T19:32:57.320039Z",
-     "iopub.status.idle": "2024-09-06T19:32:57.425487Z",
-     "shell.execute_reply": "2024-09-06T19:32:57.424961Z"
+     "iopub.execute_input": "2024-09-26T14:46:56.473438Z",
+     "iopub.status.busy": "2024-09-26T14:46:56.473240Z",
+     "iopub.status.idle": "2024-09-26T14:46:56.529027Z",
+     "shell.execute_reply": "2024-09-26T14:46:56.528533Z"
     },
     "nbsphinx": "hidden"
    },
@@ -827,7 +827,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.11.9"
+   "version": "3.11.10"
   }
  },
  "nbformat": 4,