eli5：用于调试检查机器学习分类器并解释其预测的库
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2021-02-03
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eli5：用于调试检查机器学习分类器并解释其预测的库 （201个子文件） 
make.bat 8KB setup.cfg 135B .coveragerc 20B rtd_overrides.css 41B titanic-train.csv 60KB .gitignore 162B
weights_table.html 2KB weights.html 2KB feature_importances.html 1KB explain.html 1KB transition_features.html 986B target_header.html 524B weights_table_row.html 421B weighted_spans.html 307B styles.html 90B MANIFEST.in 121B tox.ini 2KB keras-image-classifiers.ipynb 3.2MB explain_text_prediction_char.ipynb 1.34MB LIME and synthetic data.ipynb 950KB Debugging scikit-learn text classification pipeline.ipynb 575KB explain_text_prediction.ipynb 429KB explain_text_prediction_unhashing.ipynb 390KB sklearn-crfsuite.ipynb 349KB TextExplainer.ipynb 258KB xgboost-titanic.ipynb 101KB Permutation Importance vs inspection.ipynb 79KB
cat_dog.jpg 119KB cat_dog.jpg 119KB Makefile 7KB
keras-image-classifiers_5_1.png 544KB crf.png 157KB keras-image-classifiers_31_1.png 119KB keras-image-classifiers_26_1.png 116KB keras-image-classifiers_26_0.png 116KB keras-image-classifiers_56_3.png 114KB keras-image-classifiers_31_3.png 114KB keras-image-classifiers_19_0.png 112KB keras-image-classifiers_22_0.png 112KB keras-image-classifiers_47_0.png 112KB keras-image-classifiers_53_1.png 112KB gradcam-catdog.png 112KB keras-image-classifiers_56_1.png 112KB keras-image-classifiers_53_3.png 112KB keras-image-classifiers_31_5.png 112KB keras-image-classifiers_24_0.png 110KB keras-image-classifiers_50_0.png 109KB keras-image-classifiers_41_0.png 104KB keras-image-classifiers_13_1.png 104KB keras-image-classifiers_7_1.png 104KB word-highlight.png 29KB char-ngrams.png 15KB weights.png 13KB keras-image-classifiers_45_0.png 455B keras-image-classifiers_43_0.png 118B box_5x5_rgba.png 69B box_5x5_rgb.png 69B box_5x5_l.png 68B explain_prediction.py 22KB test_sklearn_explain_prediction.py 20KB test_sklearn_explain_weights.py 20KB explain_weights.py 18KB test_xgboost.py 18KB lime.py 16KB xgboost.py 15KB ipython.py 14KB html.py 13KB unhashing.py 12KB samplers.py 12KB explain_prediction.py 12KB conf.py 11KB permutation_importance.py 11KB image.py 10KB lightgbm.py 10KB utils.py 9KB test_sklearn_vectorizers.py 9KB text.py 9KB test_sklearn_text.py 8KB utils.py 8KB base.py 8KB textutils.py 8KB gradcam.py 8KB test_formatters_as_dataframe.py 7KB explain.py 7KB test_formatters_html.py 7KB test_samplers.py 7KB _feature_names.py 7KB test_sklearn_permutation_importance.py 7KB test_lime.py 7KB text.py 7KB as_dataframe.py 6KB utils.py 6KB test_formatters_image.py 6KB test_lightgbm.py 5KB test_keras.py 5KB test_keras_integration.py 5KB utils.py 5KB test_sklearn_utils.py 5KB utils.py 4KB _decision_path.py 4KB共 201 条
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