├── .coveragerc ├── .git-blame-ignore-revs ├── .github ├── issue_template.md └── workflows │ ├── benchmarks.yml │ ├── build_docs.yml │ ├── build_sdist.yml │ └── lint.yml ├── .gitignore ├── .readthedocs.yaml ├── CHANGELOG.md ├── CONTRIBUTING.md ├── LICENSE.md ├── MANIFEST.in ├── README.md ├── TODO.md ├── doc ├── Makefile ├── make.bat ├── requirements.txt └── source │ ├── FAQ.rst │ ├── accuracy.rst │ ├── algobase.rst │ ├── basic_algorithms.rst │ ├── building_custom_algo.rst │ ├── co_clustering.rst │ ├── conf.py │ ├── dataset.rst │ ├── dump.rst │ ├── getting_started.rst │ ├── index.rst │ ├── knn_inspired.rst │ ├── matrix_factorization.rst │ ├── model_selection.rst │ ├── notation_standards.rst │ ├── prediction_algorithms.rst │ ├── prediction_algorithms_package.rst │ ├── predictions_module.rst │ ├── reader.rst │ ├── refs.bib │ ├── similarities.rst │ ├── slope_one.rst │ ├── spelling_wordlist.txt │ └── trainset.rst ├── examples ├── baselines_conf.py ├── basic_usage.py ├── benchmark.py ├── building_custom_algorithms │ ├── mean_rating_user_item.py │ ├── most_basic_algorithm.py │ ├── most_basic_algorithm2.py │ └── with_baselines_or_sim.py ├── evaluate_on_trainset.py ├── generate_grid_search_cv_results_example.py ├── grid_search_usage.py ├── k_nearest_neighbors.py ├── load_custom_dataset.py ├── load_custom_dataset_predefined_folds.py ├── load_from_dataframe.py ├── notebooks │ ├── Compare.ipynb │ └── KNNBasic_analysis.ipynb ├── precision_recall_at_k.py ├── predict_ratings.py ├── run_all_examples.py ├── serialize_algorithm.py ├── similarity_conf.py ├── split_data_for_unbiased_estimation.py ├── top_n_recommendations.py ├── train_test_split.py └── use_cross_validation_iterators.py ├── lint.sh ├── logo_black.svg ├── pyproject.toml ├── setup.py ├── surprise ├── __init__.py ├── __main__.py ├── accuracy.py ├── builtin_datasets.py ├── dataset.py ├── dump.py ├── model_selection │ ├── __init__.py │ ├── search.py │ ├── split.py │ └── validation.py ├── prediction_algorithms │ ├── __init__.py │ ├── algo_base.py │ ├── baseline_only.py │ ├── co_clustering.pyx │ ├── knns.py │ ├── matrix_factorization.pyx │ ├── optimize_baselines.pyx │ ├── predictions.py │ ├── random_pred.py │ └── slope_one.pyx ├── reader.py ├── similarities.pyx ├── trainset.py └── utils.py └── tests ├── conftest.py ├── custom_dataset ├── custom_test ├── custom_train ├── test_NMF.py ├── test_SVD.py ├── test_accuracy.py ├── test_algorithms.py ├── test_bsl_options.py ├── test_co_clustering.py ├── test_dataset.py ├── test_dump.py ├── test_reader.py ├── test_search.py ├── test_sim_options.py ├── test_similarities.py ├── test_split.py ├── test_utils.py ├── test_validation.py ├── test_zero_ratings.py ├── u1_ml100k_test └── u1_ml100k_train /.coveragerc: -------------------------------------------------------------------------------- 1 | [report] 2 | omit = surprise/__main__.py 3 | -------------------------------------------------------------------------------- /.git-blame-ignore-revs: 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