├── .devcontainer └── devcontainer.json ├── .github ├── .codecov.yml ├── CODEOWNERS ├── ISSUE_TEMPLATE.md ├── ISSUE_TEMPLATE │ ├── bug_report.md │ ├── feature_request.md │ └── general-ask.md ├── PULL_REQUEST_TEMPLATE.md ├── actions │ ├── azureml-test │ │ └── action.yml │ └── get-test-groups │ │ └── action.yml └── workflows │ ├── azureml-cpu-nightly.yml │ ├── azureml-gpu-nightly.yml │ ├── azureml-release-pipeline.yml │ ├── azureml-spark-nightly.yml │ ├── azureml-unit-tests.yml │ ├── sarplus.yml │ └── update_documentation.yml ├── .gitignore ├── AUTHORS.md ├── CODE_OF_CONDUCT.md ├── CONTRIBUTING.md ├── GLOSSARY.md ├── LICENSE ├── MANIFEST.in ├── NEWS.md ├── README.md ├── SECURITY.md ├── SETUP.md ├── contrib ├── README.md ├── azureml_designer_modules │ ├── README.md │ ├── entries │ │ ├── map_entry.py │ │ ├── ndcg_entry.py │ │ ├── precision_at_k_entry.py │ │ ├── recall_at_k_entry.py │ │ ├── score_sar_entry.py │ │ ├── stratified_splitter_entry.py │ │ └── train_sar_entry.py │ └── module_specs │ │ ├── map.yaml │ │ ├── ndcg.yaml │ │ ├── precision_at_k.yaml │ │ ├── recall_at_k.yaml │ │ ├── sar_conda.yaml │ │ ├── sar_score.yaml │ │ ├── sar_train.yaml │ │ └── stratified_splitter.yaml └── sarplus │ ├── DEVELOPMENT.md │ ├── README.md │ ├── VERSION │ ├── python │ ├── .flake8 │ ├── README.md │ ├── pyproject.toml │ ├── pysarplus │ │ ├── SARModel.py │ │ ├── SARPlus.py │ │ └── __init__.py │ ├── setup.py │ ├── src │ │ └── pysarplus.cpp │ └── tests │ │ ├── conftest.py │ │ ├── sample-input.txt │ │ └── test_pyspark_sar.py │ └── scala │ ├── build.sbt │ ├── compat │ └── src │ │ └── main │ │ └── scala │ │ └── com │ │ └── microsoft │ │ └── sarplus │ │ └── compat │ │ └── spark │ │ └── since3p2defvisible.scala │ ├── project │ ├── Utils.scala │ ├── build.properties │ └── plugins.sbt │ ├── python │ ├── pysarplus_dummy │ │ └── __init__.py │ └── setup.py │ └── src │ ├── main │ └── scala │ │ └── com │ │ └── microsoft │ │ └── sarplus │ │ ├── DefaultSource.scala │ │ ├── SARCacheOutputWriter.scala │ │ └── SARCacheOutputWriterFactory.scala │ └── test │ └── scala │ └── com │ └── microsoft │ └── sarplus │ └── SARCacheOutputWriterSpec.scala ├── docs ├── _config.yml ├── _toc.yml ├── datasets.rst ├── evaluation.rst ├── intro.md ├── models.rst ├── requirements-doc.txt ├── tuning.rst └── utils.rst ├── examples ├── 00_quick_start │ ├── README.md │ ├── als_movielens.ipynb │ ├── dkn_MIND.ipynb │ ├── embdotbias_movielens.ipynb │ ├── geoimc_movielens.ipynb │ ├── lightgbm_tinycriteo.ipynb │ ├── lstur_MIND.ipynb │ ├── naml_MIND.ipynb │ ├── ncf_movielens.ipynb │ ├── npa_MIND.ipynb │ ├── nrms_MIND.ipynb │ ├── rbm_movielens.ipynb │ ├── rlrmc_movielens.ipynb │ ├── sar_movielens.ipynb │ ├── sar_movielens_with_azureml.ipynb │ ├── sar_movieratings_with_azureml_designer.ipynb │ ├── sasrec_amazon.ipynb │ ├── sequential_recsys_amazondataset.ipynb │ ├── tfidf_covid.ipynb │ ├── wide_deep_movielens.ipynb │ └── xdeepfm_criteo.ipynb ├── 01_prepare_data │ ├── README.md │ ├── data_split.ipynb │ ├── data_transform.ipynb │ ├── mind_utils.ipynb │ └── wikidata_knowledge_graph.ipynb ├── 02_model_collaborative_filtering │ ├── README.md │ ├── als_deep_dive.ipynb │ ├── baseline_deep_dive.ipynb │ ├── cornac_bivae_deep_dive.ipynb │ ├── cornac_bpr_deep_dive.ipynb │ ├── fm_deep_dive.ipynb │ ├── lightfm_deep_dive.ipynb │ ├── lightgcn_deep_dive.ipynb │ ├── multi_vae_deep_dive.ipynb │ ├── ncf_deep_dive.ipynb │ ├── rbm_deep_dive.ipynb │ ├── sar_deep_dive.ipynb │ ├── standard_vae_deep_dive.ipynb │ └── surprise_svd_deep_dive.ipynb ├── 02_model_content_based_filtering │ ├── README.md │ ├── dkn_deep_dive.ipynb │ ├── mmlspark_lightgbm_criteo.ipynb │ └── vowpal_wabbit_deep_dive.ipynb ├── 03_evaluate │ ├── README.md │ ├── als_movielens_diversity_metrics.ipynb │ └── evaluation.ipynb ├── 04_model_select_and_optimize │ ├── README.md │ ├── azureml_hyperdrive_surprise_svd.ipynb │ ├── azureml_hyperdrive_wide_and_deep.ipynb │ ├── nni_ncf.ipynb │ ├── nni_surprise_svd.ipynb │ ├── train_scripts │ │ ├── svd_training.py │ │ └── wide_deep_training.py │ └── tuning_spark_als.ipynb ├── 05_operationalize │ ├── README.md │ ├── aks_locust_load_test.ipynb │ ├── als_movie_o16n.ipynb │ └── lightgbm_criteo_o16n.ipynb ├── 06_benchmarks │ ├── README.md │ ├── benchmark_utils.py │ └── movielens.ipynb ├── 07_tutorials │ └── KDD2020-tutorial │ │ ├── README.md │ │ ├── dkn.yaml │ │ ├── lightgcn.yaml │ │ ├── pandas-subgraph-local-samples.ipynb │ │ ├── reco_cpu_kdd.yaml │ │ ├── reco_gpu_kdd.yaml │ │ ├── run_transE.sh │ │ ├── step1_data_preparation.ipynb │ │ ├── step2_pretraining-embeddings.ipynb │ │ ├── step3_run_dkn.ipynb │ │ ├── step4_run_dkn_item2item.ipynb │ │ ├── step5_run_lightgcn.ipynb │ │ └── utils │ │ ├── PandasMagClass.py │ │ ├── data_helper.py │ │ ├── general.py │ │ └── task_helper.py ├── README.md ├── run_notebook_on_azureml.ipynb └── template.ipynb ├── pyproject.toml ├── recommenders ├── README.md ├── __init__.py ├── datasets │ ├── __init__.py │ ├── amazon_reviews.py │ ├── cosmos_cli.py │ ├── covid_utils.py │ ├── criteo.py │ ├── download_utils.py │ ├── mind.py │ ├── movielens.py │ ├── pandas_df_utils.py │ ├── python_splitters.py │ ├── spark_splitters.py │ ├── sparse.py │ ├── split_utils.py │ └── wikidata.py ├── evaluation │ ├── __init__.py │ ├── python_evaluation.py │ └── spark_evaluation.py ├── models │ ├── __init__.py │ ├── cornac │ │ ├── __init__.py │ │ ├── bpr.py │ │ └── cornac_utils.py │ ├── deeprec │ │ ├── DataModel │ │ │ ├── ImplicitCF.py │ │ │ └── __init__.py │ │ ├── __init__.py │ │ ├── config │ │ │ ├── asvd.yaml │ │ │ ├── caser.yaml │ │ │ ├── gru.yaml │ │ │ ├── lightgcn.yaml │ │ │ ├── nextitnet.yaml │ │ │ ├── sli_rec.yaml │ │ │ └── sum.yaml │ │ ├── deeprec_utils.py │ │ ├── io │ │ │ ├── __init__.py │ │ │ ├── dkn_item2item_iterator.py │ │ │ ├── dkn_iterator.py │ │ │ ├── iterator.py │ │ │ ├── nextitnet_iterator.py │ │ │ └── sequential_iterator.py │ │ └── models │ │ │ ├── __init__.py │ │ │ ├── base_model.py │ │ │ ├── dkn.py │ │ │ ├── dkn_item2item.py │ │ │ ├── graphrec │ │ │ ├── __init__.py │ │ │ └── lightgcn.py │ │ │ ├── sequential │ │ │ ├── __init__.py │ │ │ ├── asvd.py │ │ │ ├── caser.py │ │ │ ├── gru.py │ │ │ ├── nextitnet.py │ │ │ ├── rnn_cell_implement.py │ │ │ ├── sequential_base_model.py │ │ │ ├── sli_rec.py │ │ │ ├── sum.py │ │ │ └── sum_cells.py │ │ │ └── xDeepFM.py │ ├── embdotbias │ │ ├── data_loader.py │ │ ├── model.py │ │ ├── training_utils.py │ │ └── utils.py │ ├── geoimc │ │ ├── __init__.py │ │ ├── geoimc_algorithm.py │ │ ├── geoimc_data.py │ │ ├── geoimc_predict.py │ │ └── geoimc_utils.py │ ├── lightfm │ │ ├── __init__.py │ │ └── lightfm_utils.py │ ├── lightgbm │ │ ├── __init__.py │ │ └── lightgbm_utils.py │ ├── ncf │ │ ├── __init__.py │ │ ├── dataset.py │ │ └── ncf_singlenode.py │ ├── newsrec │ │ ├── __init__.py │ │ ├── io │ │ │ ├── __init__.py │ │ │ ├── mind_all_iterator.py │ │ │ └── mind_iterator.py │ │ ├── models │ │ │ ├── __init__.py │ │ │ ├── base_model.py │ │ │ ├── layers.py │ │ │ ├── lstur.py │ │ │ ├── naml.py │ │ │ ├── npa.py │ │ │ └── nrms.py │ │ └── newsrec_utils.py │ ├── rbm │ │ ├── __init__.py │ │ └── rbm.py │ ├── rlrmc │ │ ├── RLRMCalgorithm.py │ │ ├── RLRMCdataset.py │ │ ├── __init__.py │ │ └── conjugate_gradient_ms.py │ ├── sar │ │ ├── __init__.py │ │ └── sar_singlenode.py │ ├── sasrec │ │ ├── __init__.py │ │ ├── model.py │ │ ├── sampler.py │ │ ├── ssept.py │ │ └── util.py │ ├── surprise │ │ ├── __init__.py │ │ └── surprise_utils.py │ ├── tfidf │ │ ├── __init__.py │ │ └── tfidf_utils.py │ ├── vae │ │ ├── __init__.py │ │ ├── multinomial_vae.py │ │ └── standard_vae.py │ ├── vowpal_wabbit │ │ ├── __init__.py │ │ └── vw.py │ └── wide_deep │ │ ├── __init__.py │ │ └── wide_deep_utils.py ├── tuning │ ├── __init__.py │ ├── nni │ │ ├── __init__.py │ │ ├── ncf_training.py │ │ ├── ncf_utils.py │ │ ├── nni_utils.py │ │ └── svd_training.py │ └── parameter_sweep.py └── utils │ ├── __init__.py │ ├── constants.py │ ├── general_utils.py │ ├── gpu_utils.py │ ├── k8s_utils.py │ ├── notebook_memory_management.py │ ├── notebook_utils.py │ ├── plot.py │ ├── python_utils.py │ ├── spark_utils.py │ ├── tf_utils.py │ └── timer.py ├── scenarios ├── README.md ├── ads │ └── README.md ├── food_and_restaurants │ └── README.md ├── gaming │ └── README.md ├── media_and_entertainment │ └── README.md ├── news │ └── README.md ├── retail │ └── README.md └── travel │ └── README.md ├── setup.py ├── tests ├── README.md ├── __init__.py ├── ci │ ├── README.md │ ├── __init__.py │ └── azureml_tests │ │ ├── __init__.py │ │ ├── aml_utils.py │ │ ├── post_pytest.py │ │ ├── run_groupwise_pytest.py │ │ ├── submit_groupwise_azureml_pytest.py │ │ └── test_groups.py ├── conftest.py ├── data_validation │ ├── __init__.py │ ├── examples │ │ ├── __init__.py │ │ ├── test_mind.py │ │ └── test_wikidata.py │ └── recommenders │ │ ├── __init__.py │ │ └── datasets │ │ ├── __init__.py │ │ ├── test_covid_utils.py │ │ ├── test_criteo.py │ │ ├── test_mind.py │ │ ├── test_movielens.py │ │ └── test_wikidata.py ├── functional │ ├── __init__.py │ └── examples │ │ ├── __init__.py │ │ ├── test_notebooks_gpu.py │ │ ├── test_notebooks_pyspark.py │ │ └── test_notebooks_python.py ├── integration │ ├── __init__.py │ └── recommenders │ │ ├── __init__.py │ │ └── utils │ │ ├── __init__.py │ │ └── test_k8s_utils.py ├── performance │ ├── __init__.py │ └── recommenders │ │ ├── __init__.py │ │ └── evaluation │ │ ├── __init__.py │ │ └── test_python_evaluation_time_performance.py ├── regression │ ├── __init__.py │ └── test_compatibility_tf.py ├── responsible_ai │ ├── __init__.py │ └── recommenders │ │ ├── __init__.py │ │ └── datasets │ │ ├── __init__.py │ │ ├── test_criteo_privacy.py │ │ └── test_movielens_privacy.py ├── security │ ├── __init__.py │ └── test_dependency_security.py ├── smoke │ ├── __init__.py │ ├── examples │ │ ├── __init__.py │ │ ├── test_notebooks_gpu.py │ │ ├── test_notebooks_pyspark.py │ │ └── test_notebooks_python.py │ └── recommenders │ │ ├── __init__.py │ │ └── models │ │ ├── __init__.py │ │ ├── test_deeprec_model.py │ │ ├── test_deeprec_utils.py │ │ ├── test_newsrec_model.py │ │ └── test_newsrec_utils.py └── unit │ ├── __init__.py │ ├── examples │ ├── __init__.py │ ├── test_notebooks_gpu.py │ ├── test_notebooks_pyspark.py │ └── test_notebooks_python.py │ └── recommenders │ ├── __init__.py │ ├── datasets │ ├── __init__.py │ ├── test_download_utils.py │ ├── test_pandas_df_utils.py │ ├── test_python_splitter.py │ ├── test_spark_splitter.py │ └── test_sparse.py │ ├── evaluation │ ├── __init__.py │ ├── conftest.py │ ├── test_python_evaluation.py │ └── test_spark_evaluation.py │ ├── models │ ├── __init__.py │ ├── test_cornac_utils.py │ ├── test_deeprec_model.py │ ├── test_deeprec_utils.py │ ├── test_embdotbias_model.py │ ├── test_embdotbias_utils.py │ ├── test_geoimc.py │ ├── test_lightfm_utils.py │ ├── test_ncf_dataset.py │ ├── test_ncf_singlenode.py │ ├── test_newsrec_model.py │ ├── test_newsrec_utils.py │ ├── test_rbm.py │ ├── test_sar_singlenode.py │ ├── test_sasrec_model.py │ ├── test_surprise_utils.py │ ├── test_tfidf_utils.py │ ├── test_vowpal_wabbit.py │ └── test_wide_deep_utils.py │ ├── tuning │ ├── __init__.py │ ├── test_ncf_utils.py │ ├── test_nni_utils.py │ └── test_sweep.py │ └── utils │ ├── __init__.py │ ├── programmatic_notebook_execution.ipynb │ ├── test_general_utils.py │ ├── test_gpu_utils.py │ ├── test_notebook_utils.ipynb │ ├── test_notebook_utils.py │ ├── test_plot.py │ ├── test_python_utils.py │ ├── test_tf_utils.py │ └── test_timer.py └── tools ├── __init__.py ├── databricks_install.py └── docker ├── Dockerfile └── README.md /.devcontainer/devcontainer.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/.devcontainer/devcontainer.json -------------------------------------------------------------------------------- /.github/.codecov.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/.github/.codecov.yml -------------------------------------------------------------------------------- /.github/CODEOWNERS: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/.github/CODEOWNERS -------------------------------------------------------------------------------- /.github/ISSUE_TEMPLATE.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/.github/ISSUE_TEMPLATE.md -------------------------------------------------------------------------------- /.github/ISSUE_TEMPLATE/bug_report.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/.github/ISSUE_TEMPLATE/bug_report.md -------------------------------------------------------------------------------- /.github/ISSUE_TEMPLATE/feature_request.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/.github/ISSUE_TEMPLATE/feature_request.md -------------------------------------------------------------------------------- /.github/ISSUE_TEMPLATE/general-ask.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/.github/ISSUE_TEMPLATE/general-ask.md -------------------------------------------------------------------------------- /.github/PULL_REQUEST_TEMPLATE.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/.github/PULL_REQUEST_TEMPLATE.md -------------------------------------------------------------------------------- /.github/actions/azureml-test/action.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/.github/actions/azureml-test/action.yml -------------------------------------------------------------------------------- /.github/actions/get-test-groups/action.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/.github/actions/get-test-groups/action.yml -------------------------------------------------------------------------------- /.github/workflows/azureml-cpu-nightly.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/.github/workflows/azureml-cpu-nightly.yml -------------------------------------------------------------------------------- /.github/workflows/azureml-gpu-nightly.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/.github/workflows/azureml-gpu-nightly.yml -------------------------------------------------------------------------------- /.github/workflows/azureml-release-pipeline.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/.github/workflows/azureml-release-pipeline.yml -------------------------------------------------------------------------------- /.github/workflows/azureml-spark-nightly.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/.github/workflows/azureml-spark-nightly.yml -------------------------------------------------------------------------------- /.github/workflows/azureml-unit-tests.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/.github/workflows/azureml-unit-tests.yml -------------------------------------------------------------------------------- /.github/workflows/sarplus.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/.github/workflows/sarplus.yml -------------------------------------------------------------------------------- /.github/workflows/update_documentation.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/.github/workflows/update_documentation.yml -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/.gitignore -------------------------------------------------------------------------------- /AUTHORS.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/AUTHORS.md -------------------------------------------------------------------------------- /CODE_OF_CONDUCT.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/CODE_OF_CONDUCT.md -------------------------------------------------------------------------------- /CONTRIBUTING.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/CONTRIBUTING.md -------------------------------------------------------------------------------- /GLOSSARY.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/GLOSSARY.md -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/LICENSE -------------------------------------------------------------------------------- /MANIFEST.in: -------------------------------------------------------------------------------- 1 | include recommenders/README.md 2 | -------------------------------------------------------------------------------- /NEWS.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/NEWS.md -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/README.md -------------------------------------------------------------------------------- /SECURITY.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/SECURITY.md -------------------------------------------------------------------------------- /SETUP.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/SETUP.md -------------------------------------------------------------------------------- /contrib/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/contrib/README.md -------------------------------------------------------------------------------- /contrib/azureml_designer_modules/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/contrib/azureml_designer_modules/README.md -------------------------------------------------------------------------------- /contrib/azureml_designer_modules/entries/map_entry.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/contrib/azureml_designer_modules/entries/map_entry.py -------------------------------------------------------------------------------- /contrib/azureml_designer_modules/entries/ndcg_entry.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/contrib/azureml_designer_modules/entries/ndcg_entry.py -------------------------------------------------------------------------------- /contrib/azureml_designer_modules/entries/precision_at_k_entry.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/contrib/azureml_designer_modules/entries/precision_at_k_entry.py -------------------------------------------------------------------------------- /contrib/azureml_designer_modules/entries/recall_at_k_entry.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/contrib/azureml_designer_modules/entries/recall_at_k_entry.py -------------------------------------------------------------------------------- /contrib/azureml_designer_modules/entries/score_sar_entry.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/contrib/azureml_designer_modules/entries/score_sar_entry.py -------------------------------------------------------------------------------- /contrib/azureml_designer_modules/entries/stratified_splitter_entry.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/contrib/azureml_designer_modules/entries/stratified_splitter_entry.py -------------------------------------------------------------------------------- /contrib/azureml_designer_modules/entries/train_sar_entry.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/contrib/azureml_designer_modules/entries/train_sar_entry.py -------------------------------------------------------------------------------- /contrib/azureml_designer_modules/module_specs/map.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/contrib/azureml_designer_modules/module_specs/map.yaml -------------------------------------------------------------------------------- /contrib/azureml_designer_modules/module_specs/ndcg.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/contrib/azureml_designer_modules/module_specs/ndcg.yaml -------------------------------------------------------------------------------- /contrib/azureml_designer_modules/module_specs/precision_at_k.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/contrib/azureml_designer_modules/module_specs/precision_at_k.yaml -------------------------------------------------------------------------------- /contrib/azureml_designer_modules/module_specs/recall_at_k.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/contrib/azureml_designer_modules/module_specs/recall_at_k.yaml -------------------------------------------------------------------------------- /contrib/azureml_designer_modules/module_specs/sar_conda.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/contrib/azureml_designer_modules/module_specs/sar_conda.yaml -------------------------------------------------------------------------------- /contrib/azureml_designer_modules/module_specs/sar_score.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/contrib/azureml_designer_modules/module_specs/sar_score.yaml -------------------------------------------------------------------------------- /contrib/azureml_designer_modules/module_specs/sar_train.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/contrib/azureml_designer_modules/module_specs/sar_train.yaml -------------------------------------------------------------------------------- /contrib/azureml_designer_modules/module_specs/stratified_splitter.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/contrib/azureml_designer_modules/module_specs/stratified_splitter.yaml -------------------------------------------------------------------------------- /contrib/sarplus/DEVELOPMENT.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/contrib/sarplus/DEVELOPMENT.md -------------------------------------------------------------------------------- /contrib/sarplus/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/contrib/sarplus/README.md -------------------------------------------------------------------------------- /contrib/sarplus/VERSION: -------------------------------------------------------------------------------- 1 | 0.6.6 -------------------------------------------------------------------------------- /contrib/sarplus/python/.flake8: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/contrib/sarplus/python/.flake8 -------------------------------------------------------------------------------- /contrib/sarplus/python/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/contrib/sarplus/python/README.md -------------------------------------------------------------------------------- /contrib/sarplus/python/pyproject.toml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/contrib/sarplus/python/pyproject.toml -------------------------------------------------------------------------------- /contrib/sarplus/python/pysarplus/SARModel.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/contrib/sarplus/python/pysarplus/SARModel.py -------------------------------------------------------------------------------- /contrib/sarplus/python/pysarplus/SARPlus.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/contrib/sarplus/python/pysarplus/SARPlus.py -------------------------------------------------------------------------------- /contrib/sarplus/python/pysarplus/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/contrib/sarplus/python/pysarplus/__init__.py -------------------------------------------------------------------------------- /contrib/sarplus/python/setup.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/contrib/sarplus/python/setup.py -------------------------------------------------------------------------------- /contrib/sarplus/python/src/pysarplus.cpp: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/contrib/sarplus/python/src/pysarplus.cpp -------------------------------------------------------------------------------- /contrib/sarplus/python/tests/conftest.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/contrib/sarplus/python/tests/conftest.py -------------------------------------------------------------------------------- /contrib/sarplus/python/tests/sample-input.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/contrib/sarplus/python/tests/sample-input.txt -------------------------------------------------------------------------------- /contrib/sarplus/python/tests/test_pyspark_sar.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/contrib/sarplus/python/tests/test_pyspark_sar.py -------------------------------------------------------------------------------- /contrib/sarplus/scala/build.sbt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/contrib/sarplus/scala/build.sbt -------------------------------------------------------------------------------- /contrib/sarplus/scala/compat/src/main/scala/com/microsoft/sarplus/compat/spark/since3p2defvisible.scala: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/contrib/sarplus/scala/compat/src/main/scala/com/microsoft/sarplus/compat/spark/since3p2defvisible.scala -------------------------------------------------------------------------------- /contrib/sarplus/scala/project/Utils.scala: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/contrib/sarplus/scala/project/Utils.scala -------------------------------------------------------------------------------- /contrib/sarplus/scala/project/build.properties: -------------------------------------------------------------------------------- 1 | sbt.version=1.6.2 2 | -------------------------------------------------------------------------------- /contrib/sarplus/scala/project/plugins.sbt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/contrib/sarplus/scala/project/plugins.sbt -------------------------------------------------------------------------------- /contrib/sarplus/scala/python/pysarplus_dummy/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/contrib/sarplus/scala/python/pysarplus_dummy/__init__.py -------------------------------------------------------------------------------- /contrib/sarplus/scala/python/setup.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/contrib/sarplus/scala/python/setup.py -------------------------------------------------------------------------------- /contrib/sarplus/scala/src/main/scala/com/microsoft/sarplus/DefaultSource.scala: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/contrib/sarplus/scala/src/main/scala/com/microsoft/sarplus/DefaultSource.scala -------------------------------------------------------------------------------- /contrib/sarplus/scala/src/main/scala/com/microsoft/sarplus/SARCacheOutputWriter.scala: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/contrib/sarplus/scala/src/main/scala/com/microsoft/sarplus/SARCacheOutputWriter.scala -------------------------------------------------------------------------------- /contrib/sarplus/scala/src/main/scala/com/microsoft/sarplus/SARCacheOutputWriterFactory.scala: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/contrib/sarplus/scala/src/main/scala/com/microsoft/sarplus/SARCacheOutputWriterFactory.scala -------------------------------------------------------------------------------- /contrib/sarplus/scala/src/test/scala/com/microsoft/sarplus/SARCacheOutputWriterSpec.scala: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/contrib/sarplus/scala/src/test/scala/com/microsoft/sarplus/SARCacheOutputWriterSpec.scala -------------------------------------------------------------------------------- /docs/_config.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/docs/_config.yml -------------------------------------------------------------------------------- /docs/_toc.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/docs/_toc.yml -------------------------------------------------------------------------------- /docs/datasets.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/docs/datasets.rst -------------------------------------------------------------------------------- /docs/evaluation.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/docs/evaluation.rst -------------------------------------------------------------------------------- /docs/intro.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/docs/intro.md -------------------------------------------------------------------------------- /docs/models.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/docs/models.rst -------------------------------------------------------------------------------- /docs/requirements-doc.txt: -------------------------------------------------------------------------------- 1 | jupyter-book>=1.0.0 2 | -------------------------------------------------------------------------------- /docs/tuning.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/docs/tuning.rst -------------------------------------------------------------------------------- /docs/utils.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/docs/utils.rst -------------------------------------------------------------------------------- /examples/00_quick_start/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/examples/00_quick_start/README.md -------------------------------------------------------------------------------- /examples/00_quick_start/als_movielens.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/examples/00_quick_start/als_movielens.ipynb -------------------------------------------------------------------------------- /examples/00_quick_start/dkn_MIND.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/examples/00_quick_start/dkn_MIND.ipynb -------------------------------------------------------------------------------- /examples/00_quick_start/embdotbias_movielens.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/examples/00_quick_start/embdotbias_movielens.ipynb -------------------------------------------------------------------------------- /examples/00_quick_start/geoimc_movielens.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/examples/00_quick_start/geoimc_movielens.ipynb -------------------------------------------------------------------------------- /examples/00_quick_start/lightgbm_tinycriteo.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/examples/00_quick_start/lightgbm_tinycriteo.ipynb -------------------------------------------------------------------------------- /examples/00_quick_start/lstur_MIND.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/examples/00_quick_start/lstur_MIND.ipynb -------------------------------------------------------------------------------- /examples/00_quick_start/naml_MIND.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/examples/00_quick_start/naml_MIND.ipynb -------------------------------------------------------------------------------- /examples/00_quick_start/ncf_movielens.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/examples/00_quick_start/ncf_movielens.ipynb -------------------------------------------------------------------------------- /examples/00_quick_start/npa_MIND.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/examples/00_quick_start/npa_MIND.ipynb -------------------------------------------------------------------------------- /examples/00_quick_start/nrms_MIND.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/examples/00_quick_start/nrms_MIND.ipynb -------------------------------------------------------------------------------- /examples/00_quick_start/rbm_movielens.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/examples/00_quick_start/rbm_movielens.ipynb -------------------------------------------------------------------------------- /examples/00_quick_start/rlrmc_movielens.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/examples/00_quick_start/rlrmc_movielens.ipynb -------------------------------------------------------------------------------- /examples/00_quick_start/sar_movielens.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/examples/00_quick_start/sar_movielens.ipynb -------------------------------------------------------------------------------- /examples/00_quick_start/sar_movielens_with_azureml.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/examples/00_quick_start/sar_movielens_with_azureml.ipynb -------------------------------------------------------------------------------- /examples/00_quick_start/sar_movieratings_with_azureml_designer.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/examples/00_quick_start/sar_movieratings_with_azureml_designer.ipynb -------------------------------------------------------------------------------- /examples/00_quick_start/sasrec_amazon.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/examples/00_quick_start/sasrec_amazon.ipynb -------------------------------------------------------------------------------- /examples/00_quick_start/sequential_recsys_amazondataset.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/examples/00_quick_start/sequential_recsys_amazondataset.ipynb -------------------------------------------------------------------------------- /examples/00_quick_start/tfidf_covid.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/examples/00_quick_start/tfidf_covid.ipynb -------------------------------------------------------------------------------- /examples/00_quick_start/wide_deep_movielens.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/examples/00_quick_start/wide_deep_movielens.ipynb -------------------------------------------------------------------------------- /examples/00_quick_start/xdeepfm_criteo.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/examples/00_quick_start/xdeepfm_criteo.ipynb -------------------------------------------------------------------------------- /examples/01_prepare_data/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/examples/01_prepare_data/README.md -------------------------------------------------------------------------------- /examples/01_prepare_data/data_split.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/examples/01_prepare_data/data_split.ipynb -------------------------------------------------------------------------------- /examples/01_prepare_data/data_transform.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/examples/01_prepare_data/data_transform.ipynb -------------------------------------------------------------------------------- /examples/01_prepare_data/mind_utils.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/examples/01_prepare_data/mind_utils.ipynb -------------------------------------------------------------------------------- /examples/01_prepare_data/wikidata_knowledge_graph.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/examples/01_prepare_data/wikidata_knowledge_graph.ipynb -------------------------------------------------------------------------------- /examples/02_model_collaborative_filtering/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/examples/02_model_collaborative_filtering/README.md -------------------------------------------------------------------------------- /examples/02_model_collaborative_filtering/als_deep_dive.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/examples/02_model_collaborative_filtering/als_deep_dive.ipynb -------------------------------------------------------------------------------- /examples/02_model_collaborative_filtering/baseline_deep_dive.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/examples/02_model_collaborative_filtering/baseline_deep_dive.ipynb -------------------------------------------------------------------------------- /examples/02_model_collaborative_filtering/cornac_bivae_deep_dive.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/examples/02_model_collaborative_filtering/cornac_bivae_deep_dive.ipynb -------------------------------------------------------------------------------- /examples/02_model_collaborative_filtering/cornac_bpr_deep_dive.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/examples/02_model_collaborative_filtering/cornac_bpr_deep_dive.ipynb -------------------------------------------------------------------------------- /examples/02_model_collaborative_filtering/fm_deep_dive.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/examples/02_model_collaborative_filtering/fm_deep_dive.ipynb -------------------------------------------------------------------------------- /examples/02_model_collaborative_filtering/lightfm_deep_dive.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/examples/02_model_collaborative_filtering/lightfm_deep_dive.ipynb -------------------------------------------------------------------------------- /examples/02_model_collaborative_filtering/lightgcn_deep_dive.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/examples/02_model_collaborative_filtering/lightgcn_deep_dive.ipynb -------------------------------------------------------------------------------- /examples/02_model_collaborative_filtering/multi_vae_deep_dive.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/examples/02_model_collaborative_filtering/multi_vae_deep_dive.ipynb -------------------------------------------------------------------------------- /examples/02_model_collaborative_filtering/ncf_deep_dive.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/examples/02_model_collaborative_filtering/ncf_deep_dive.ipynb -------------------------------------------------------------------------------- /examples/02_model_collaborative_filtering/rbm_deep_dive.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/examples/02_model_collaborative_filtering/rbm_deep_dive.ipynb -------------------------------------------------------------------------------- /examples/02_model_collaborative_filtering/sar_deep_dive.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/examples/02_model_collaborative_filtering/sar_deep_dive.ipynb -------------------------------------------------------------------------------- /examples/02_model_collaborative_filtering/standard_vae_deep_dive.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/examples/02_model_collaborative_filtering/standard_vae_deep_dive.ipynb -------------------------------------------------------------------------------- /examples/02_model_collaborative_filtering/surprise_svd_deep_dive.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/examples/02_model_collaborative_filtering/surprise_svd_deep_dive.ipynb -------------------------------------------------------------------------------- /examples/02_model_content_based_filtering/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/examples/02_model_content_based_filtering/README.md -------------------------------------------------------------------------------- /examples/02_model_content_based_filtering/dkn_deep_dive.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/examples/02_model_content_based_filtering/dkn_deep_dive.ipynb -------------------------------------------------------------------------------- /examples/02_model_content_based_filtering/mmlspark_lightgbm_criteo.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/examples/02_model_content_based_filtering/mmlspark_lightgbm_criteo.ipynb -------------------------------------------------------------------------------- /examples/02_model_content_based_filtering/vowpal_wabbit_deep_dive.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/examples/02_model_content_based_filtering/vowpal_wabbit_deep_dive.ipynb -------------------------------------------------------------------------------- /examples/03_evaluate/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/examples/03_evaluate/README.md -------------------------------------------------------------------------------- /examples/03_evaluate/als_movielens_diversity_metrics.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/examples/03_evaluate/als_movielens_diversity_metrics.ipynb -------------------------------------------------------------------------------- /examples/03_evaluate/evaluation.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/examples/03_evaluate/evaluation.ipynb -------------------------------------------------------------------------------- /examples/04_model_select_and_optimize/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/examples/04_model_select_and_optimize/README.md -------------------------------------------------------------------------------- /examples/04_model_select_and_optimize/azureml_hyperdrive_surprise_svd.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/examples/04_model_select_and_optimize/azureml_hyperdrive_surprise_svd.ipynb -------------------------------------------------------------------------------- /examples/04_model_select_and_optimize/azureml_hyperdrive_wide_and_deep.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/examples/04_model_select_and_optimize/azureml_hyperdrive_wide_and_deep.ipynb -------------------------------------------------------------------------------- /examples/04_model_select_and_optimize/nni_ncf.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/examples/04_model_select_and_optimize/nni_ncf.ipynb -------------------------------------------------------------------------------- /examples/04_model_select_and_optimize/nni_surprise_svd.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/examples/04_model_select_and_optimize/nni_surprise_svd.ipynb -------------------------------------------------------------------------------- /examples/04_model_select_and_optimize/train_scripts/svd_training.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/examples/04_model_select_and_optimize/train_scripts/svd_training.py -------------------------------------------------------------------------------- /examples/04_model_select_and_optimize/train_scripts/wide_deep_training.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/examples/04_model_select_and_optimize/train_scripts/wide_deep_training.py -------------------------------------------------------------------------------- /examples/04_model_select_and_optimize/tuning_spark_als.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/examples/04_model_select_and_optimize/tuning_spark_als.ipynb -------------------------------------------------------------------------------- /examples/05_operationalize/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/examples/05_operationalize/README.md -------------------------------------------------------------------------------- /examples/05_operationalize/aks_locust_load_test.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/examples/05_operationalize/aks_locust_load_test.ipynb -------------------------------------------------------------------------------- /examples/05_operationalize/als_movie_o16n.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/examples/05_operationalize/als_movie_o16n.ipynb -------------------------------------------------------------------------------- /examples/05_operationalize/lightgbm_criteo_o16n.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/examples/05_operationalize/lightgbm_criteo_o16n.ipynb -------------------------------------------------------------------------------- /examples/06_benchmarks/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/examples/06_benchmarks/README.md -------------------------------------------------------------------------------- /examples/06_benchmarks/benchmark_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/examples/06_benchmarks/benchmark_utils.py -------------------------------------------------------------------------------- /examples/06_benchmarks/movielens.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/examples/06_benchmarks/movielens.ipynb -------------------------------------------------------------------------------- /examples/07_tutorials/KDD2020-tutorial/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/examples/07_tutorials/KDD2020-tutorial/README.md -------------------------------------------------------------------------------- /examples/07_tutorials/KDD2020-tutorial/dkn.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/examples/07_tutorials/KDD2020-tutorial/dkn.yaml -------------------------------------------------------------------------------- /examples/07_tutorials/KDD2020-tutorial/lightgcn.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/examples/07_tutorials/KDD2020-tutorial/lightgcn.yaml -------------------------------------------------------------------------------- /examples/07_tutorials/KDD2020-tutorial/pandas-subgraph-local-samples.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/examples/07_tutorials/KDD2020-tutorial/pandas-subgraph-local-samples.ipynb -------------------------------------------------------------------------------- /examples/07_tutorials/KDD2020-tutorial/reco_cpu_kdd.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/examples/07_tutorials/KDD2020-tutorial/reco_cpu_kdd.yaml -------------------------------------------------------------------------------- /examples/07_tutorials/KDD2020-tutorial/reco_gpu_kdd.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/examples/07_tutorials/KDD2020-tutorial/reco_gpu_kdd.yaml -------------------------------------------------------------------------------- /examples/07_tutorials/KDD2020-tutorial/run_transE.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/examples/07_tutorials/KDD2020-tutorial/run_transE.sh -------------------------------------------------------------------------------- /examples/07_tutorials/KDD2020-tutorial/step1_data_preparation.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/examples/07_tutorials/KDD2020-tutorial/step1_data_preparation.ipynb -------------------------------------------------------------------------------- /examples/07_tutorials/KDD2020-tutorial/step2_pretraining-embeddings.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/examples/07_tutorials/KDD2020-tutorial/step2_pretraining-embeddings.ipynb -------------------------------------------------------------------------------- /examples/07_tutorials/KDD2020-tutorial/step3_run_dkn.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/examples/07_tutorials/KDD2020-tutorial/step3_run_dkn.ipynb -------------------------------------------------------------------------------- /examples/07_tutorials/KDD2020-tutorial/step4_run_dkn_item2item.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/examples/07_tutorials/KDD2020-tutorial/step4_run_dkn_item2item.ipynb -------------------------------------------------------------------------------- /examples/07_tutorials/KDD2020-tutorial/step5_run_lightgcn.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/examples/07_tutorials/KDD2020-tutorial/step5_run_lightgcn.ipynb -------------------------------------------------------------------------------- /examples/07_tutorials/KDD2020-tutorial/utils/PandasMagClass.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/examples/07_tutorials/KDD2020-tutorial/utils/PandasMagClass.py -------------------------------------------------------------------------------- /examples/07_tutorials/KDD2020-tutorial/utils/data_helper.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/examples/07_tutorials/KDD2020-tutorial/utils/data_helper.py -------------------------------------------------------------------------------- /examples/07_tutorials/KDD2020-tutorial/utils/general.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/examples/07_tutorials/KDD2020-tutorial/utils/general.py -------------------------------------------------------------------------------- /examples/07_tutorials/KDD2020-tutorial/utils/task_helper.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/examples/07_tutorials/KDD2020-tutorial/utils/task_helper.py -------------------------------------------------------------------------------- /examples/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/examples/README.md -------------------------------------------------------------------------------- /examples/run_notebook_on_azureml.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/examples/run_notebook_on_azureml.ipynb -------------------------------------------------------------------------------- /examples/template.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/examples/template.ipynb -------------------------------------------------------------------------------- /pyproject.toml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/pyproject.toml -------------------------------------------------------------------------------- /recommenders/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/recommenders/README.md -------------------------------------------------------------------------------- /recommenders/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/recommenders/__init__.py -------------------------------------------------------------------------------- /recommenders/datasets/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /recommenders/datasets/amazon_reviews.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/recommenders/datasets/amazon_reviews.py -------------------------------------------------------------------------------- /recommenders/datasets/cosmos_cli.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/recommenders/datasets/cosmos_cli.py -------------------------------------------------------------------------------- /recommenders/datasets/covid_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/recommenders/datasets/covid_utils.py -------------------------------------------------------------------------------- /recommenders/datasets/criteo.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/recommenders/datasets/criteo.py -------------------------------------------------------------------------------- /recommenders/datasets/download_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/recommenders/datasets/download_utils.py -------------------------------------------------------------------------------- /recommenders/datasets/mind.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/recommenders/datasets/mind.py -------------------------------------------------------------------------------- /recommenders/datasets/movielens.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/recommenders/datasets/movielens.py -------------------------------------------------------------------------------- /recommenders/datasets/pandas_df_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/recommenders/datasets/pandas_df_utils.py -------------------------------------------------------------------------------- /recommenders/datasets/python_splitters.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/recommenders/datasets/python_splitters.py -------------------------------------------------------------------------------- /recommenders/datasets/spark_splitters.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/recommenders/datasets/spark_splitters.py -------------------------------------------------------------------------------- /recommenders/datasets/sparse.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/recommenders/datasets/sparse.py -------------------------------------------------------------------------------- /recommenders/datasets/split_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/recommenders/datasets/split_utils.py -------------------------------------------------------------------------------- /recommenders/datasets/wikidata.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/recommenders/datasets/wikidata.py -------------------------------------------------------------------------------- /recommenders/evaluation/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /recommenders/evaluation/python_evaluation.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/recommenders/evaluation/python_evaluation.py -------------------------------------------------------------------------------- /recommenders/evaluation/spark_evaluation.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/recommenders/evaluation/spark_evaluation.py -------------------------------------------------------------------------------- /recommenders/models/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /recommenders/models/cornac/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /recommenders/models/cornac/bpr.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/recommenders/models/cornac/bpr.py -------------------------------------------------------------------------------- /recommenders/models/cornac/cornac_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/recommenders/models/cornac/cornac_utils.py -------------------------------------------------------------------------------- /recommenders/models/deeprec/DataModel/ImplicitCF.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/recommenders/models/deeprec/DataModel/ImplicitCF.py -------------------------------------------------------------------------------- /recommenders/models/deeprec/DataModel/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /recommenders/models/deeprec/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /recommenders/models/deeprec/config/asvd.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/recommenders/models/deeprec/config/asvd.yaml -------------------------------------------------------------------------------- /recommenders/models/deeprec/config/caser.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/recommenders/models/deeprec/config/caser.yaml -------------------------------------------------------------------------------- /recommenders/models/deeprec/config/gru.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/recommenders/models/deeprec/config/gru.yaml -------------------------------------------------------------------------------- /recommenders/models/deeprec/config/lightgcn.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/recommenders/models/deeprec/config/lightgcn.yaml -------------------------------------------------------------------------------- /recommenders/models/deeprec/config/nextitnet.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/recommenders/models/deeprec/config/nextitnet.yaml -------------------------------------------------------------------------------- /recommenders/models/deeprec/config/sli_rec.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/recommenders/models/deeprec/config/sli_rec.yaml -------------------------------------------------------------------------------- /recommenders/models/deeprec/config/sum.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/recommenders/models/deeprec/config/sum.yaml -------------------------------------------------------------------------------- /recommenders/models/deeprec/deeprec_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/recommenders/models/deeprec/deeprec_utils.py -------------------------------------------------------------------------------- /recommenders/models/deeprec/io/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /recommenders/models/deeprec/io/dkn_item2item_iterator.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/recommenders/models/deeprec/io/dkn_item2item_iterator.py -------------------------------------------------------------------------------- /recommenders/models/deeprec/io/dkn_iterator.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/recommenders/models/deeprec/io/dkn_iterator.py -------------------------------------------------------------------------------- /recommenders/models/deeprec/io/iterator.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/recommenders/models/deeprec/io/iterator.py -------------------------------------------------------------------------------- /recommenders/models/deeprec/io/nextitnet_iterator.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/recommenders/models/deeprec/io/nextitnet_iterator.py -------------------------------------------------------------------------------- /recommenders/models/deeprec/io/sequential_iterator.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/recommenders/models/deeprec/io/sequential_iterator.py -------------------------------------------------------------------------------- /recommenders/models/deeprec/models/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /recommenders/models/deeprec/models/base_model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/recommenders/models/deeprec/models/base_model.py -------------------------------------------------------------------------------- /recommenders/models/deeprec/models/dkn.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/recommenders/models/deeprec/models/dkn.py -------------------------------------------------------------------------------- /recommenders/models/deeprec/models/dkn_item2item.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/recommenders/models/deeprec/models/dkn_item2item.py -------------------------------------------------------------------------------- /recommenders/models/deeprec/models/graphrec/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /recommenders/models/deeprec/models/graphrec/lightgcn.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/recommenders/models/deeprec/models/graphrec/lightgcn.py -------------------------------------------------------------------------------- /recommenders/models/deeprec/models/sequential/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /recommenders/models/deeprec/models/sequential/asvd.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/recommenders/models/deeprec/models/sequential/asvd.py -------------------------------------------------------------------------------- /recommenders/models/deeprec/models/sequential/caser.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/recommenders/models/deeprec/models/sequential/caser.py -------------------------------------------------------------------------------- /recommenders/models/deeprec/models/sequential/gru.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/recommenders/models/deeprec/models/sequential/gru.py -------------------------------------------------------------------------------- /recommenders/models/deeprec/models/sequential/nextitnet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/recommenders/models/deeprec/models/sequential/nextitnet.py -------------------------------------------------------------------------------- /recommenders/models/deeprec/models/sequential/rnn_cell_implement.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/recommenders/models/deeprec/models/sequential/rnn_cell_implement.py -------------------------------------------------------------------------------- /recommenders/models/deeprec/models/sequential/sequential_base_model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/recommenders/models/deeprec/models/sequential/sequential_base_model.py -------------------------------------------------------------------------------- /recommenders/models/deeprec/models/sequential/sli_rec.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/recommenders/models/deeprec/models/sequential/sli_rec.py -------------------------------------------------------------------------------- /recommenders/models/deeprec/models/sequential/sum.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/recommenders/models/deeprec/models/sequential/sum.py -------------------------------------------------------------------------------- /recommenders/models/deeprec/models/sequential/sum_cells.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/recommenders/models/deeprec/models/sequential/sum_cells.py -------------------------------------------------------------------------------- /recommenders/models/deeprec/models/xDeepFM.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/recommenders/models/deeprec/models/xDeepFM.py -------------------------------------------------------------------------------- /recommenders/models/embdotbias/data_loader.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/recommenders/models/embdotbias/data_loader.py -------------------------------------------------------------------------------- /recommenders/models/embdotbias/model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/recommenders/models/embdotbias/model.py -------------------------------------------------------------------------------- /recommenders/models/embdotbias/training_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/recommenders/models/embdotbias/training_utils.py -------------------------------------------------------------------------------- /recommenders/models/embdotbias/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/recommenders/models/embdotbias/utils.py -------------------------------------------------------------------------------- /recommenders/models/geoimc/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /recommenders/models/geoimc/geoimc_algorithm.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/recommenders/models/geoimc/geoimc_algorithm.py -------------------------------------------------------------------------------- /recommenders/models/geoimc/geoimc_data.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/recommenders/models/geoimc/geoimc_data.py -------------------------------------------------------------------------------- /recommenders/models/geoimc/geoimc_predict.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/recommenders/models/geoimc/geoimc_predict.py -------------------------------------------------------------------------------- /recommenders/models/geoimc/geoimc_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/recommenders/models/geoimc/geoimc_utils.py -------------------------------------------------------------------------------- /recommenders/models/lightfm/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /recommenders/models/lightfm/lightfm_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/recommenders/models/lightfm/lightfm_utils.py -------------------------------------------------------------------------------- /recommenders/models/lightgbm/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /recommenders/models/lightgbm/lightgbm_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/recommenders/models/lightgbm/lightgbm_utils.py -------------------------------------------------------------------------------- /recommenders/models/ncf/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /recommenders/models/ncf/dataset.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/recommenders/models/ncf/dataset.py -------------------------------------------------------------------------------- /recommenders/models/ncf/ncf_singlenode.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/recommenders/models/ncf/ncf_singlenode.py -------------------------------------------------------------------------------- /recommenders/models/newsrec/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /recommenders/models/newsrec/io/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /recommenders/models/newsrec/io/mind_all_iterator.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/recommenders/models/newsrec/io/mind_all_iterator.py -------------------------------------------------------------------------------- /recommenders/models/newsrec/io/mind_iterator.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/recommenders/models/newsrec/io/mind_iterator.py -------------------------------------------------------------------------------- /recommenders/models/newsrec/models/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /recommenders/models/newsrec/models/base_model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/recommenders/models/newsrec/models/base_model.py -------------------------------------------------------------------------------- /recommenders/models/newsrec/models/layers.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/recommenders/models/newsrec/models/layers.py -------------------------------------------------------------------------------- /recommenders/models/newsrec/models/lstur.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/recommenders/models/newsrec/models/lstur.py -------------------------------------------------------------------------------- /recommenders/models/newsrec/models/naml.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/recommenders/models/newsrec/models/naml.py -------------------------------------------------------------------------------- /recommenders/models/newsrec/models/npa.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/recommenders/models/newsrec/models/npa.py -------------------------------------------------------------------------------- /recommenders/models/newsrec/models/nrms.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/recommenders/models/newsrec/models/nrms.py -------------------------------------------------------------------------------- /recommenders/models/newsrec/newsrec_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/recommenders/models/newsrec/newsrec_utils.py -------------------------------------------------------------------------------- /recommenders/models/rbm/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /recommenders/models/rbm/rbm.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/recommenders/models/rbm/rbm.py -------------------------------------------------------------------------------- /recommenders/models/rlrmc/RLRMCalgorithm.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/recommenders/models/rlrmc/RLRMCalgorithm.py -------------------------------------------------------------------------------- /recommenders/models/rlrmc/RLRMCdataset.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/recommenders/models/rlrmc/RLRMCdataset.py -------------------------------------------------------------------------------- /recommenders/models/rlrmc/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /recommenders/models/rlrmc/conjugate_gradient_ms.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/recommenders/models/rlrmc/conjugate_gradient_ms.py -------------------------------------------------------------------------------- /recommenders/models/sar/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/recommenders/models/sar/__init__.py -------------------------------------------------------------------------------- /recommenders/models/sar/sar_singlenode.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/recommenders/models/sar/sar_singlenode.py -------------------------------------------------------------------------------- /recommenders/models/sasrec/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /recommenders/models/sasrec/model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/recommenders/models/sasrec/model.py -------------------------------------------------------------------------------- /recommenders/models/sasrec/sampler.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/recommenders/models/sasrec/sampler.py -------------------------------------------------------------------------------- /recommenders/models/sasrec/ssept.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/recommenders/models/sasrec/ssept.py -------------------------------------------------------------------------------- /recommenders/models/sasrec/util.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/recommenders/models/sasrec/util.py -------------------------------------------------------------------------------- /recommenders/models/surprise/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /recommenders/models/surprise/surprise_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/recommenders/models/surprise/surprise_utils.py -------------------------------------------------------------------------------- /recommenders/models/tfidf/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /recommenders/models/tfidf/tfidf_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/recommenders/models/tfidf/tfidf_utils.py -------------------------------------------------------------------------------- /recommenders/models/vae/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /recommenders/models/vae/multinomial_vae.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/recommenders/models/vae/multinomial_vae.py -------------------------------------------------------------------------------- /recommenders/models/vae/standard_vae.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/recommenders/models/vae/standard_vae.py -------------------------------------------------------------------------------- /recommenders/models/vowpal_wabbit/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /recommenders/models/vowpal_wabbit/vw.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/recommenders/models/vowpal_wabbit/vw.py -------------------------------------------------------------------------------- /recommenders/models/wide_deep/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /recommenders/models/wide_deep/wide_deep_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/recommenders/models/wide_deep/wide_deep_utils.py -------------------------------------------------------------------------------- /recommenders/tuning/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /recommenders/tuning/nni/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /recommenders/tuning/nni/ncf_training.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/recommenders/tuning/nni/ncf_training.py -------------------------------------------------------------------------------- /recommenders/tuning/nni/ncf_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/recommenders/tuning/nni/ncf_utils.py -------------------------------------------------------------------------------- /recommenders/tuning/nni/nni_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/recommenders/tuning/nni/nni_utils.py -------------------------------------------------------------------------------- /recommenders/tuning/nni/svd_training.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/recommenders/tuning/nni/svd_training.py -------------------------------------------------------------------------------- /recommenders/tuning/parameter_sweep.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/recommenders/tuning/parameter_sweep.py -------------------------------------------------------------------------------- /recommenders/utils/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /recommenders/utils/constants.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/recommenders/utils/constants.py -------------------------------------------------------------------------------- /recommenders/utils/general_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/recommenders/utils/general_utils.py -------------------------------------------------------------------------------- /recommenders/utils/gpu_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/recommenders/utils/gpu_utils.py -------------------------------------------------------------------------------- /recommenders/utils/k8s_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/recommenders/utils/k8s_utils.py -------------------------------------------------------------------------------- /recommenders/utils/notebook_memory_management.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/recommenders/utils/notebook_memory_management.py -------------------------------------------------------------------------------- /recommenders/utils/notebook_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/recommenders/utils/notebook_utils.py -------------------------------------------------------------------------------- /recommenders/utils/plot.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/recommenders/utils/plot.py -------------------------------------------------------------------------------- /recommenders/utils/python_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/recommenders/utils/python_utils.py -------------------------------------------------------------------------------- /recommenders/utils/spark_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/recommenders/utils/spark_utils.py -------------------------------------------------------------------------------- /recommenders/utils/tf_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/recommenders/utils/tf_utils.py -------------------------------------------------------------------------------- /recommenders/utils/timer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/recommenders/utils/timer.py -------------------------------------------------------------------------------- /scenarios/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/scenarios/README.md -------------------------------------------------------------------------------- /scenarios/ads/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/scenarios/ads/README.md -------------------------------------------------------------------------------- /scenarios/food_and_restaurants/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/scenarios/food_and_restaurants/README.md -------------------------------------------------------------------------------- /scenarios/gaming/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/scenarios/gaming/README.md -------------------------------------------------------------------------------- /scenarios/media_and_entertainment/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/scenarios/media_and_entertainment/README.md -------------------------------------------------------------------------------- /scenarios/news/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/scenarios/news/README.md -------------------------------------------------------------------------------- /scenarios/retail/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/scenarios/retail/README.md -------------------------------------------------------------------------------- /scenarios/travel/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/scenarios/travel/README.md -------------------------------------------------------------------------------- /setup.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/setup.py -------------------------------------------------------------------------------- /tests/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/tests/README.md -------------------------------------------------------------------------------- /tests/__init__.py: -------------------------------------------------------------------------------- 1 | # Needed to execute the AzureML tests -------------------------------------------------------------------------------- /tests/ci/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/tests/ci/README.md -------------------------------------------------------------------------------- /tests/ci/__init__.py: -------------------------------------------------------------------------------- 1 | # Needed to execute the AzureML tests -------------------------------------------------------------------------------- /tests/ci/azureml_tests/__init__.py: -------------------------------------------------------------------------------- 1 | # Needed to execute the AzureML tests -------------------------------------------------------------------------------- /tests/ci/azureml_tests/aml_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/tests/ci/azureml_tests/aml_utils.py -------------------------------------------------------------------------------- /tests/ci/azureml_tests/post_pytest.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/tests/ci/azureml_tests/post_pytest.py -------------------------------------------------------------------------------- /tests/ci/azureml_tests/run_groupwise_pytest.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/tests/ci/azureml_tests/run_groupwise_pytest.py -------------------------------------------------------------------------------- /tests/ci/azureml_tests/submit_groupwise_azureml_pytest.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/tests/ci/azureml_tests/submit_groupwise_azureml_pytest.py -------------------------------------------------------------------------------- /tests/ci/azureml_tests/test_groups.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/tests/ci/azureml_tests/test_groups.py -------------------------------------------------------------------------------- /tests/conftest.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/tests/conftest.py -------------------------------------------------------------------------------- /tests/data_validation/__init__.py: -------------------------------------------------------------------------------- 1 | # Needed to execute the AzureML tests -------------------------------------------------------------------------------- /tests/data_validation/examples/__init__.py: -------------------------------------------------------------------------------- 1 | # Needed to execute the AzureML tests -------------------------------------------------------------------------------- /tests/data_validation/examples/test_mind.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/tests/data_validation/examples/test_mind.py -------------------------------------------------------------------------------- /tests/data_validation/examples/test_wikidata.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/tests/data_validation/examples/test_wikidata.py -------------------------------------------------------------------------------- /tests/data_validation/recommenders/__init__.py: -------------------------------------------------------------------------------- 1 | # Needed to execute the AzureML tests -------------------------------------------------------------------------------- /tests/data_validation/recommenders/datasets/__init__.py: -------------------------------------------------------------------------------- 1 | # Needed to execute the AzureML tests -------------------------------------------------------------------------------- /tests/data_validation/recommenders/datasets/test_covid_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/tests/data_validation/recommenders/datasets/test_covid_utils.py -------------------------------------------------------------------------------- /tests/data_validation/recommenders/datasets/test_criteo.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/tests/data_validation/recommenders/datasets/test_criteo.py -------------------------------------------------------------------------------- /tests/data_validation/recommenders/datasets/test_mind.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/tests/data_validation/recommenders/datasets/test_mind.py -------------------------------------------------------------------------------- /tests/data_validation/recommenders/datasets/test_movielens.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/tests/data_validation/recommenders/datasets/test_movielens.py -------------------------------------------------------------------------------- /tests/data_validation/recommenders/datasets/test_wikidata.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/tests/data_validation/recommenders/datasets/test_wikidata.py -------------------------------------------------------------------------------- /tests/functional/__init__.py: -------------------------------------------------------------------------------- 1 | # Needed to execute the AzureML tests -------------------------------------------------------------------------------- /tests/functional/examples/__init__.py: -------------------------------------------------------------------------------- 1 | # Needed to execute the AzureML tests -------------------------------------------------------------------------------- /tests/functional/examples/test_notebooks_gpu.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/tests/functional/examples/test_notebooks_gpu.py -------------------------------------------------------------------------------- /tests/functional/examples/test_notebooks_pyspark.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/tests/functional/examples/test_notebooks_pyspark.py -------------------------------------------------------------------------------- /tests/functional/examples/test_notebooks_python.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/tests/functional/examples/test_notebooks_python.py -------------------------------------------------------------------------------- /tests/integration/__init__.py: -------------------------------------------------------------------------------- 1 | # Needed to execute the AzureML tests -------------------------------------------------------------------------------- /tests/integration/recommenders/__init__.py: -------------------------------------------------------------------------------- 1 | # Needed to execute the AzureML tests -------------------------------------------------------------------------------- /tests/integration/recommenders/utils/__init__.py: -------------------------------------------------------------------------------- 1 | # Needed to execute the AzureML tests -------------------------------------------------------------------------------- /tests/integration/recommenders/utils/test_k8s_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/tests/integration/recommenders/utils/test_k8s_utils.py -------------------------------------------------------------------------------- /tests/performance/__init__.py: -------------------------------------------------------------------------------- 1 | # Needed to execute the AzureML tests -------------------------------------------------------------------------------- /tests/performance/recommenders/__init__.py: -------------------------------------------------------------------------------- 1 | # Needed to execute the AzureML tests -------------------------------------------------------------------------------- /tests/performance/recommenders/evaluation/__init__.py: -------------------------------------------------------------------------------- 1 | # Needed to execute the AzureML tests -------------------------------------------------------------------------------- /tests/performance/recommenders/evaluation/test_python_evaluation_time_performance.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/tests/performance/recommenders/evaluation/test_python_evaluation_time_performance.py -------------------------------------------------------------------------------- /tests/regression/__init__.py: -------------------------------------------------------------------------------- 1 | # Needed to execute the AzureML tests -------------------------------------------------------------------------------- /tests/regression/test_compatibility_tf.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/tests/regression/test_compatibility_tf.py -------------------------------------------------------------------------------- /tests/responsible_ai/__init__.py: -------------------------------------------------------------------------------- 1 | # Needed to execute the AzureML tests -------------------------------------------------------------------------------- /tests/responsible_ai/recommenders/__init__.py: -------------------------------------------------------------------------------- 1 | # Needed to execute the AzureML tests -------------------------------------------------------------------------------- /tests/responsible_ai/recommenders/datasets/__init__.py: -------------------------------------------------------------------------------- 1 | # Needed to execute the AzureML tests -------------------------------------------------------------------------------- /tests/responsible_ai/recommenders/datasets/test_criteo_privacy.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/tests/responsible_ai/recommenders/datasets/test_criteo_privacy.py -------------------------------------------------------------------------------- /tests/responsible_ai/recommenders/datasets/test_movielens_privacy.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/tests/responsible_ai/recommenders/datasets/test_movielens_privacy.py -------------------------------------------------------------------------------- /tests/security/__init__.py: -------------------------------------------------------------------------------- 1 | # Needed to execute the AzureML tests -------------------------------------------------------------------------------- /tests/security/test_dependency_security.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/tests/security/test_dependency_security.py -------------------------------------------------------------------------------- /tests/smoke/__init__.py: -------------------------------------------------------------------------------- 1 | # Needed to execute the AzureML tests -------------------------------------------------------------------------------- /tests/smoke/examples/__init__.py: -------------------------------------------------------------------------------- 1 | # Needed to execute the AzureML tests -------------------------------------------------------------------------------- /tests/smoke/examples/test_notebooks_gpu.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/tests/smoke/examples/test_notebooks_gpu.py -------------------------------------------------------------------------------- /tests/smoke/examples/test_notebooks_pyspark.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/tests/smoke/examples/test_notebooks_pyspark.py -------------------------------------------------------------------------------- /tests/smoke/examples/test_notebooks_python.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/tests/smoke/examples/test_notebooks_python.py -------------------------------------------------------------------------------- /tests/smoke/recommenders/__init__.py: -------------------------------------------------------------------------------- 1 | # Needed to execute the AzureML tests -------------------------------------------------------------------------------- /tests/smoke/recommenders/models/__init__.py: -------------------------------------------------------------------------------- 1 | # Needed to execute the AzureML tests -------------------------------------------------------------------------------- /tests/smoke/recommenders/models/test_deeprec_model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/tests/smoke/recommenders/models/test_deeprec_model.py -------------------------------------------------------------------------------- /tests/smoke/recommenders/models/test_deeprec_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/tests/smoke/recommenders/models/test_deeprec_utils.py -------------------------------------------------------------------------------- /tests/smoke/recommenders/models/test_newsrec_model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/tests/smoke/recommenders/models/test_newsrec_model.py -------------------------------------------------------------------------------- /tests/smoke/recommenders/models/test_newsrec_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/tests/smoke/recommenders/models/test_newsrec_utils.py -------------------------------------------------------------------------------- /tests/unit/__init__.py: -------------------------------------------------------------------------------- 1 | # Needed to execute the AzureML tests -------------------------------------------------------------------------------- /tests/unit/examples/__init__.py: -------------------------------------------------------------------------------- 1 | # Needed to execute the AzureML tests -------------------------------------------------------------------------------- /tests/unit/examples/test_notebooks_gpu.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/tests/unit/examples/test_notebooks_gpu.py -------------------------------------------------------------------------------- /tests/unit/examples/test_notebooks_pyspark.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/tests/unit/examples/test_notebooks_pyspark.py -------------------------------------------------------------------------------- /tests/unit/examples/test_notebooks_python.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/tests/unit/examples/test_notebooks_python.py -------------------------------------------------------------------------------- /tests/unit/recommenders/__init__.py: -------------------------------------------------------------------------------- 1 | # Needed to execute the AzureML tests -------------------------------------------------------------------------------- /tests/unit/recommenders/datasets/__init__.py: -------------------------------------------------------------------------------- 1 | # Needed to execute the AzureML tests -------------------------------------------------------------------------------- /tests/unit/recommenders/datasets/test_download_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/tests/unit/recommenders/datasets/test_download_utils.py -------------------------------------------------------------------------------- /tests/unit/recommenders/datasets/test_pandas_df_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/tests/unit/recommenders/datasets/test_pandas_df_utils.py -------------------------------------------------------------------------------- /tests/unit/recommenders/datasets/test_python_splitter.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/tests/unit/recommenders/datasets/test_python_splitter.py -------------------------------------------------------------------------------- /tests/unit/recommenders/datasets/test_spark_splitter.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/tests/unit/recommenders/datasets/test_spark_splitter.py -------------------------------------------------------------------------------- /tests/unit/recommenders/datasets/test_sparse.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/tests/unit/recommenders/datasets/test_sparse.py -------------------------------------------------------------------------------- /tests/unit/recommenders/evaluation/__init__.py: -------------------------------------------------------------------------------- 1 | # Needed to execute the AzureML tests -------------------------------------------------------------------------------- /tests/unit/recommenders/evaluation/conftest.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/tests/unit/recommenders/evaluation/conftest.py -------------------------------------------------------------------------------- /tests/unit/recommenders/evaluation/test_python_evaluation.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/tests/unit/recommenders/evaluation/test_python_evaluation.py -------------------------------------------------------------------------------- /tests/unit/recommenders/evaluation/test_spark_evaluation.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/tests/unit/recommenders/evaluation/test_spark_evaluation.py -------------------------------------------------------------------------------- /tests/unit/recommenders/models/__init__.py: -------------------------------------------------------------------------------- 1 | # Needed to execute the AzureML tests -------------------------------------------------------------------------------- /tests/unit/recommenders/models/test_cornac_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/tests/unit/recommenders/models/test_cornac_utils.py -------------------------------------------------------------------------------- /tests/unit/recommenders/models/test_deeprec_model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/tests/unit/recommenders/models/test_deeprec_model.py -------------------------------------------------------------------------------- /tests/unit/recommenders/models/test_deeprec_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/tests/unit/recommenders/models/test_deeprec_utils.py -------------------------------------------------------------------------------- /tests/unit/recommenders/models/test_embdotbias_model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/tests/unit/recommenders/models/test_embdotbias_model.py -------------------------------------------------------------------------------- /tests/unit/recommenders/models/test_embdotbias_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/tests/unit/recommenders/models/test_embdotbias_utils.py -------------------------------------------------------------------------------- /tests/unit/recommenders/models/test_geoimc.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/tests/unit/recommenders/models/test_geoimc.py -------------------------------------------------------------------------------- /tests/unit/recommenders/models/test_lightfm_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/tests/unit/recommenders/models/test_lightfm_utils.py -------------------------------------------------------------------------------- /tests/unit/recommenders/models/test_ncf_dataset.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/tests/unit/recommenders/models/test_ncf_dataset.py -------------------------------------------------------------------------------- /tests/unit/recommenders/models/test_ncf_singlenode.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/tests/unit/recommenders/models/test_ncf_singlenode.py -------------------------------------------------------------------------------- /tests/unit/recommenders/models/test_newsrec_model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/tests/unit/recommenders/models/test_newsrec_model.py -------------------------------------------------------------------------------- /tests/unit/recommenders/models/test_newsrec_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/tests/unit/recommenders/models/test_newsrec_utils.py -------------------------------------------------------------------------------- /tests/unit/recommenders/models/test_rbm.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/tests/unit/recommenders/models/test_rbm.py -------------------------------------------------------------------------------- /tests/unit/recommenders/models/test_sar_singlenode.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/tests/unit/recommenders/models/test_sar_singlenode.py -------------------------------------------------------------------------------- /tests/unit/recommenders/models/test_sasrec_model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/tests/unit/recommenders/models/test_sasrec_model.py -------------------------------------------------------------------------------- /tests/unit/recommenders/models/test_surprise_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/tests/unit/recommenders/models/test_surprise_utils.py -------------------------------------------------------------------------------- /tests/unit/recommenders/models/test_tfidf_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/tests/unit/recommenders/models/test_tfidf_utils.py -------------------------------------------------------------------------------- /tests/unit/recommenders/models/test_vowpal_wabbit.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/tests/unit/recommenders/models/test_vowpal_wabbit.py -------------------------------------------------------------------------------- /tests/unit/recommenders/models/test_wide_deep_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/tests/unit/recommenders/models/test_wide_deep_utils.py -------------------------------------------------------------------------------- /tests/unit/recommenders/tuning/__init__.py: -------------------------------------------------------------------------------- 1 | # Needed to execute the AzureML tests -------------------------------------------------------------------------------- /tests/unit/recommenders/tuning/test_ncf_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/tests/unit/recommenders/tuning/test_ncf_utils.py -------------------------------------------------------------------------------- /tests/unit/recommenders/tuning/test_nni_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/tests/unit/recommenders/tuning/test_nni_utils.py -------------------------------------------------------------------------------- /tests/unit/recommenders/tuning/test_sweep.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/tests/unit/recommenders/tuning/test_sweep.py -------------------------------------------------------------------------------- /tests/unit/recommenders/utils/__init__.py: -------------------------------------------------------------------------------- 1 | # Needed to execute the AzureML tests -------------------------------------------------------------------------------- /tests/unit/recommenders/utils/programmatic_notebook_execution.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/tests/unit/recommenders/utils/programmatic_notebook_execution.ipynb -------------------------------------------------------------------------------- /tests/unit/recommenders/utils/test_general_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/tests/unit/recommenders/utils/test_general_utils.py -------------------------------------------------------------------------------- /tests/unit/recommenders/utils/test_gpu_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/tests/unit/recommenders/utils/test_gpu_utils.py -------------------------------------------------------------------------------- /tests/unit/recommenders/utils/test_notebook_utils.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/tests/unit/recommenders/utils/test_notebook_utils.ipynb -------------------------------------------------------------------------------- /tests/unit/recommenders/utils/test_notebook_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/tests/unit/recommenders/utils/test_notebook_utils.py -------------------------------------------------------------------------------- /tests/unit/recommenders/utils/test_plot.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/tests/unit/recommenders/utils/test_plot.py -------------------------------------------------------------------------------- /tests/unit/recommenders/utils/test_python_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/tests/unit/recommenders/utils/test_python_utils.py -------------------------------------------------------------------------------- /tests/unit/recommenders/utils/test_tf_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/tests/unit/recommenders/utils/test_tf_utils.py -------------------------------------------------------------------------------- /tests/unit/recommenders/utils/test_timer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/tests/unit/recommenders/utils/test_timer.py -------------------------------------------------------------------------------- /tools/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /tools/databricks_install.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/tools/databricks_install.py -------------------------------------------------------------------------------- /tools/docker/Dockerfile: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/tools/docker/Dockerfile -------------------------------------------------------------------------------- /tools/docker/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/recommenders-team/recommenders/HEAD/tools/docker/README.md --------------------------------------------------------------------------------