diff --git a/doc/conf.py b/doc/conf.py
index 161974ca..ced51e91 100644
--- a/doc/conf.py
+++ b/doc/conf.py
@@ -49,9 +49,8 @@
html_theme_options = {
"analytics": {"google_analytics_id": "G-3KL9PSJBZZ"},
"announcement": (
- "To launch a tutorial, click on the 🚀 button "
- "below! Join us on "
- "Slack!"
+ "Host Voilà and Streamlit apps for free with "
+ "Ploomber Cloud!"
),
"search_bar_text": "Search this book...",
"launch_buttons": {
@@ -66,7 +65,6 @@
"repository_branch": repository_branch,
"extra_footer": "",
"home_page_in_toc": True,
- "announcement": "To launch any tutorial in JupyterLab, click on the 🚀 button below!",
"use_repository_button": True,
"use_edit_page_button": False,
"use_issues_button": True,
diff --git a/doc/optimization/underfitting_overfitting.md b/doc/optimization/underfitting_overfitting.md
index 7d651df0..e4423a54 100644
--- a/doc/optimization/underfitting_overfitting.md
+++ b/doc/optimization/underfitting_overfitting.md
@@ -98,7 +98,7 @@ X, y = make_classification(
n_informative=2,
n_repeated=2,
n_redundant=2,
- class_sep=0,
+ class_sep=0.0001,
random_state=0,
)
```
diff --git a/src/sklearn_evaluation/plot/roc.py b/src/sklearn_evaluation/plot/roc.py
index e8005f0e..c0e89b0b 100644
--- a/src/sklearn_evaluation/plot/roc.py
+++ b/src/sklearn_evaluation/plot/roc.py
@@ -356,7 +356,7 @@ def __init__(self, fpr, tpr, label=None):
if fpr is None or tpr is None:
raise TypeError("fpr and tpr must be defined.")
- if type(fpr) != type(tpr):
+ if type(fpr) is not type(tpr):
raise TypeError(
"fpr and tpr must be the same type. "
f"Recevied: fpr {type(fpr)} != tpr {type(tpr)}"
diff --git a/src/sklearn_evaluation/tracker.py b/src/sklearn_evaluation/tracker.py
index b020c505..9504d2e8 100644
--- a/src/sklearn_evaluation/tracker.py
+++ b/src/sklearn_evaluation/tracker.py
@@ -411,9 +411,9 @@ def upsert_append(self, uuid, parameters):
# with values from parameters
for key in keys:
if key in existing and key in parameters:
- if type(existing[key]) != list:
+ if not isinstance(existing[key], list):
existing[key] = [existing[key]]
- if type(parameters[key]) != list:
+ if not isinstance(parameters[key], list):
existing[key].append(parameters[key])
else:
existing[key].extend(parameters[key])
diff --git a/tests/baseline_images/test_clustering/silhouette_analysis_from_results_cluster_five.png b/tests/baseline_images/test_clustering/silhouette_analysis_from_results_cluster_five.png
index 504a9682..90507dea 100644
Binary files a/tests/baseline_images/test_clustering/silhouette_analysis_from_results_cluster_five.png and b/tests/baseline_images/test_clustering/silhouette_analysis_from_results_cluster_five.png differ
diff --git a/tests/baseline_images/test_clustering/silhouette_analysis_from_results_cluster_six.png b/tests/baseline_images/test_clustering/silhouette_analysis_from_results_cluster_six.png
index 28e3e330..2cc8b1c7 100644
Binary files a/tests/baseline_images/test_clustering/silhouette_analysis_from_results_cluster_six.png and b/tests/baseline_images/test_clustering/silhouette_analysis_from_results_cluster_six.png differ
diff --git a/tests/baseline_images/test_clustering/silhouette_plot_cosine.png b/tests/baseline_images/test_clustering/silhouette_plot_cosine.png
index dab8293a..475df6e3 100644
Binary files a/tests/baseline_images/test_clustering/silhouette_plot_cosine.png and b/tests/baseline_images/test_clustering/silhouette_plot_cosine.png differ
diff --git a/tests/baseline_images/test_clustering/silhouette_plot_five_clusters.png b/tests/baseline_images/test_clustering/silhouette_plot_five_clusters.png
index 504a9682..90507dea 100644
Binary files a/tests/baseline_images/test_clustering/silhouette_plot_five_clusters.png and b/tests/baseline_images/test_clustering/silhouette_plot_five_clusters.png differ
diff --git a/tests/baseline_images/test_clustering/silhouette_plot_five_clusters_minibatchkmeans.png b/tests/baseline_images/test_clustering/silhouette_plot_five_clusters_minibatchkmeans.png
index 09a7eb00..5ffd780f 100644
Binary files a/tests/baseline_images/test_clustering/silhouette_plot_five_clusters_minibatchkmeans.png and b/tests/baseline_images/test_clustering/silhouette_plot_five_clusters_minibatchkmeans.png differ
diff --git a/tests/baseline_images/test_clustering/silhouette_plot_four_clusters.png b/tests/baseline_images/test_clustering/silhouette_plot_four_clusters.png
index 9f3eb195..3a65aa64 100644
Binary files a/tests/baseline_images/test_clustering/silhouette_plot_four_clusters.png and b/tests/baseline_images/test_clustering/silhouette_plot_four_clusters.png differ
diff --git a/tests/baseline_images/test_clustering/silhouette_plot_four_clusters_minibatchkmeans.png b/tests/baseline_images/test_clustering/silhouette_plot_four_clusters_minibatchkmeans.png
index 849868f6..c70acfa7 100644
Binary files a/tests/baseline_images/test_clustering/silhouette_plot_four_clusters_minibatchkmeans.png and b/tests/baseline_images/test_clustering/silhouette_plot_four_clusters_minibatchkmeans.png differ
diff --git a/tests/baseline_images/test_clustering/silhouette_plot_six_clusters.png b/tests/baseline_images/test_clustering/silhouette_plot_six_clusters.png
index 28e3e330..2cc8b1c7 100644
Binary files a/tests/baseline_images/test_clustering/silhouette_plot_six_clusters.png and b/tests/baseline_images/test_clustering/silhouette_plot_six_clusters.png differ
diff --git a/tests/baseline_images/test_clustering/silhouette_plot_spectral.png b/tests/baseline_images/test_clustering/silhouette_plot_spectral.png
index deb2b3d6..d35f3adb 100644
Binary files a/tests/baseline_images/test_clustering/silhouette_plot_spectral.png and b/tests/baseline_images/test_clustering/silhouette_plot_spectral.png differ
diff --git a/tests/baseline_images/test_clustering/silhouette_plot_three_clusters.png b/tests/baseline_images/test_clustering/silhouette_plot_three_clusters.png
index e4113242..9ddbac2d 100644
Binary files a/tests/baseline_images/test_clustering/silhouette_plot_three_clusters.png and b/tests/baseline_images/test_clustering/silhouette_plot_three_clusters.png differ
diff --git a/tests/baseline_images/test_clustering/silhouette_plot_two_clusters.png b/tests/baseline_images/test_clustering/silhouette_plot_two_clusters.png
index 366057d3..576655c4 100644
Binary files a/tests/baseline_images/test_clustering/silhouette_plot_two_clusters.png and b/tests/baseline_images/test_clustering/silhouette_plot_two_clusters.png differ