Fancy plots module

[y-prudent]

Features

• [x] Add useful plots (in oodeel.eval.plots):

  • [x] OOD histograms

    • plot_ood_scores(scores_in, scores_out)

  • [x] ROC

    • plot_roc_curve(scores_in, scores_out)

  • [x] feature projection: (2D / 3D, TSNE / PCA, matplotlib + seaborn / plotly)

    • plot_2D_features(model, ds_in, output_layer_id, ds_out, projection_method)

      

    • plot_3D_features(model, ds_in, output_layer_id, ds_out, projection_method)

      

    • [interactive] plotly_3D_features(model, ds_in, output_layer_id, ds_out, projection_method)

      

      .

• [x] Update notebooks with new plots
• [x] Docstrings
• [x] Tests

[github-actions[bot]]

☂️ Python Coverage

current status: ✅

Overall Coverage

Lines	Covered	Coverage	Threshold	Status
1877	1701	91%	70%	🟢

New Files

File	Coverage	Status
oodeel/eval/plots/features.py	94%	🟢
oodeel/eval/plots/metrics.py	100%	🟢
oodeel/eval/plots/plotly.py	92%	🟢
TOTAL	95%	🟢

Modified Files

File	Coverage	Status
oodeel/datasets/torch_data_handler.py	89%	🟢
oodeel/eval/plots/init.py	100%	🟢
oodeel/extractor/torch_feature_extractor.py	98%	🟢
oodeel/methods/base.py	77%	🟢
oodeel/utils/init.py	100%	🟢
oodeel/utils/general_utils.py	100%	🟢
TOTAL	94%	🟢

updated for commit: 570281f by action🐍