yellowbrick

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Visual analysis and diagnostic tools to facilitate machine learning model selection.

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최종 버전 다운로드 (.zip)

- - bug_report.md
  - feature_request.md
  - generic_issue.md
- - ci.yml
  - codeql.yml
  - linting.yml
- FUNDING.yml
- PULL_REQUEST_TEMPLATE.md
- RELEASE_TEMPLATE.md
- requirements.txt
- - .gitkeep
  - theme_overrides.css
- - .gitkeep
- - anscombe.py
  - anscombe.rst
  - figures.rst
  - index.rst
  - palettes.rst
- - advanced_development_topics.rst
  - developing_visualizers.rst
  - getting_started.rst
  - index.rst
- - index.rst
- - favicon.ico
  - yb-bw.png
  - yb-fc.png
  - yb-lego.png
  - yellowbrickroad.jpg
- about.rst
- changelog.rst
- code_of_conduct.rst
- conf.py
- evaluation.rst
- faq.rst
- gallery.py
- gallery.rst
- index.rst
- make.bat
- Makefile
- matplotlib.rst
- oneliners.rst
- quickstart.rst
- README.md
- requirements.txt
- teaching.rst
- tutorial.py
- tutorial.rst
- - PytorchExample.ipynb
- - balance-scale.csv
  - testing.py
- - .gitignore
  - alphas.ipynb
  - classifiers.ipynb
  - cluster.ipynb
  - cooks_distance.ipynb
  - corpus.ipynb
  - pipeline.ipynb
  - rank2d.ipynb
  - regression.ipynb
  - testing.ipynb
- - dropping-curve.py
- - ConfusionMatrix label_encoder example.ipynb
  - PCA_Examples.ipynb
- - .gitignore
  - testing.ipynb
- - Iris - clustering example.ipynb
  - silhouette-visualizer-test.ipynb
- - Yellowbrick_Tour.ipynb
- - learning_curve.ipynb
  - testing.ipynb
- - Interactive_YB_classifiers.ipynb
- - testing.ipynb
- - ClassPredictionError.ipynb
- - Visualizing a credit model.ipynb
- - Silhouette_Plot_Data.ipynb
- - testing.ipynb
- - Decision Boundaries Example Notebook.ipynb
  - horse-colic.attrs
  - Missing Values Examples.ipynb
  - Missing Values.ipynb
  - ScatterViz Example (Iris Dataset).ipynb
  - ThresholdVisualizer Example.ipynb
  - Yellowbrick in the Flower Garden.ipynb
- - .gitignore
  - feedback_notes.txt
  - testing_yb.ipynb
- - confusionMatrix.ipynb
  - light-dark-text.ipynb
  - MultipleVisualizerExample.ipynb
- - features-pipeline.ipynb
  - gridsearch.ipynb
  - pcoords.ipynb
  - rankd.ipynb
- - testing.ipynb
- - feature_visualizer.ipynb
  - jointplot.ipynb
- - adding-scatterplot-alpha.ipynb
- - balanced_binning_docs.ipynb
  - barchart_colors.ipynb
  - check_is_fitted.ipynb
  - conf_matrix_class_names.ipynb
  - correcting_percents_confusion_matrix.ipynb
  - cvscores_enhancements.ipynb
  - cvscores_experimentation.ipynb
  - dispersion_plots.ipynb
  - feature_importances_fix.ipynb
  - freqtext.ipynb
  - logistic_regression_coef_shape_issue.ipynb
  - pipelines.ipynb
  - postag.ipynb
  - prediction_error_alpha.ipynb
  - rocauc_bug_fix.ipynb
  - rocauc_bug_research.ipynb
  - size_param_issue.ipynb
  - testing.ipynb
  - tsne_alpha_manual_legend.ipynb
  - tsne_resolve_colors.ipynb
- - comparing_corpus_visualizers.ipynb
- - Tuulitest.ipynb
- - ShoeSizeToHeight.ipynb
- - correlated_var.ipynb
  - stacked_feature_importance.ipynb
- .gitignore
- clustering_visualizers.ipynb
- examples.ipynb
- palettes.ipynb
- README.md
- regression_visualizers.ipynb
- walkthrough.ipynb
- - classification.png
  - clustering.png
  - feature_analysis.png
  - figures.py
  - hyperparameter_tuning.png
  - regression.png
- codemeta.json
- paper.bib
- paper.md
- - __init__.py
  - conftest.py
  - test_base.py
  - test_class_prediction_error.py
  - test_classification_report.py
  - test_confusion_matrix.py
  - test_prcurve.py
  - test_rocauc.py
  - test_threshold.py
- - __init__.py
  - test_base.py
  - test_elbow.py
  - test_icdm.py
  - test_silhouette.py
- - __init__.py
  - test_prepredict.py
  - test_scatter.py
  - test_wrapper.py
- - __init__.py
  - test_download.py
  - test_loaders.py
  - test_path.py
  - test_signature.py
- - __init__.py
  - conftest.py
  - test_base.py
  - test_jointplot.py
  - test_manifold.py
  - test_pca.py
  - test_pcoords.py
  - test_projection.py
  - test_radviz.py
  - test_rankd.py
- - __init__.py
  - conftest.py
  - test_cross_validation.py
  - test_dropping_curve.py
  - test_importances.py
  - test_learning_curve.py
  - test_rfecv.py
  - test_validation_curve.py
- - __init__.py
  - test_alphas.py
  - test_influence.py
  - test_prediction_error.py
  - test_residuals.py
- - __init__.py
  - test_colors.py
  - test_palettes.py
  - test_rcmod.py
- - __init__.py
  - test_binning.py
  - test_class_balance.py
  - test_feature_correlation.py
- - __init__.py
  - test_base.py
  - test_correlation.py
  - test_dispersion.py
  - test_freqdist.py
  - test_postag.py
  - test_tsne.py
  - test_umap.py
- - __init__.py
  - test_decorators.py
  - test_helpers.py
  - test_kneed.py
  - test_nan_warnings.py
  - test_target.py
  - test_timer.py
  - test_types.py
  - test_wrapper.py
- .gitignore
- __init__.py
- base.py
- checks.py
- conftest.py
- fixtures.py
- images.py
- rand.py
- README.md
- requirements.txt
- test_base.py
- test_bestfit.py
- test_draw.py
- test_exceptions.py
- test_meta.py
- test_pipeline.py
- test_random_visualizer_not_close.png
- - __init__.py
  - base.py
  - class_prediction_error.py
  - classification_report.py
  - confusion_matrix.py
  - prcurve.py
  - rocauc.py
  - threshold.py
- - __init__.py
  - base.py
  - elbow.py
  - icdm.py
  - silhouette.py
- - __init__.py
  - prepredict.py
  - scatter.py
  - wrapper.py
- - __init__.py
  - base.py
  - download.py
  - loaders.py
  - manifest.json
  - path.py
  - signature.py
- - __init__.py
  - base.py
  - decomposition.py
  - jointplot.py
  - manifold.py
  - pca.py
  - pcoords.py
  - projection.py
  - radviz.py
  - rankd.py
- - __init__.py
  - base.py
  - pcolor.py
- - __init__.py
  - cross_validation.py
  - dropping_curve.py
  - importances.py
  - learning_curve.py
  - rfecv.py
  - validation_curve.py
- - __init__.py
  - alphas.py
  - base.py
  - influence.py
  - prediction_error.py
  - residuals.py
- - __init__.py
  - colors.py
  - palettes.py
  - rcmod.py
  - utils.py
- - __init__.py
  - base.py
  - binning.py
  - class_balance.py
  - feature_correlation.py
- - __init__.py
  - base.py
  - correlation.py
  - dispersion.py
  - freqdist.py
  - postag.py
  - tsne.py
  - umap_vis.py
- - __init__.py
  - decorators.py
  - helpers.py
  - kneed.py
  - nan_warnings.py
  - target.py
  - timer.py
  - types.py
  - wrapper.py
- __init__.py
- anscombe.py
- base.py
- bestfit.py
- datasaurus.py
- download.py
- draw.py
- exceptions.py
- pipeline.py
- version.py
.gitattributes
.gitignore
.pre-commit-config.yaml
CONTRIBUTING.md
DESCRIPTION.md
LICENSE.txt
MAINTAINERS.md
Makefile
MANIFEST.in
README.md
requirements.txt
setup.cfg
setup.py

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