Path	Lines of Code
MANIFEST.in	1
contrib/azureml_designer_modules/entries/map_entry.py	80
contrib/azureml_designer_modules/entries/ndcg_entry.py	80
contrib/azureml_designer_modules/entries/precision_at_k_entry.py	80
contrib/azureml_designer_modules/entries/recall_at_k_entry.py	80
contrib/azureml_designer_modules/entries/score_sar_entry.py	133
contrib/azureml_designer_modules/entries/stratified_splitter_entry.py	75
contrib/azureml_designer_modules/entries/train_sar_entry.py	51
contrib/azureml_designer_modules/module_specs/map.yaml	69
contrib/azureml_designer_modules/module_specs/ndcg.yaml	70
contrib/azureml_designer_modules/module_specs/precision_at_k.yaml	69
contrib/azureml_designer_modules/module_specs/recall_at_k.yaml	69
contrib/azureml_designer_modules/module_specs/sar_conda.yaml	13
contrib/azureml_designer_modules/module_specs/sar_score.yaml	82
contrib/azureml_designer_modules/module_specs/sar_train.yaml	58
contrib/azureml_designer_modules/module_specs/stratified_splitter.yaml	54
contrib/sarplus/python/pyproject.toml	7
contrib/sarplus/python/pysarplus/SARModel.py	22
contrib/sarplus/python/pysarplus/SARPlus.py	198
contrib/sarplus/python/pysarplus/__init__.py	13
contrib/sarplus/python/setup.py	56
contrib/sarplus/python/src/pysarplus.cpp	153
contrib/sarplus/scala/build.sbt	76
contrib/sarplus/scala/compat/src/main/scala/com/microsoft/sarplus/compat/spark/since3p2defvisible.scala	29
contrib/sarplus/scala/project/plugins.sbt	3
contrib/sarplus/scala/python/pysarplus_dummy/__init__.py	1
contrib/sarplus/scala/python/setup.py	11
contrib/sarplus/scala/src/main/scala/com/microsoft/sarplus/DefaultSource.scala	27
contrib/sarplus/scala/src/main/scala/com/microsoft/sarplus/SARCacheOutputWriter.scala	71
contrib/sarplus/scala/src/main/scala/com/microsoft/sarplus/SARCacheOutputWriterFactory.scala	19
pyproject.toml	12
recommenders/__init__.py	10
recommenders/datasets/__init__.py	1
recommenders/datasets/amazon_reviews.py	437
recommenders/datasets/cosmos_cli.py	50
recommenders/datasets/covid_utils.py	82
recommenders/datasets/criteo.py	71
recommenders/datasets/download_utils.py	59
recommenders/datasets/mind.py	290
recommenders/datasets/movielens.py	398
recommenders/datasets/pandas_df_utils.py	203
recommenders/datasets/python_splitters.py	125
recommenders/datasets/spark_splitters.py	128
recommenders/datasets/sparse.py	85
recommenders/datasets/split_utils.py	69
recommenders/datasets/wikidata.py	112
recommenders/evaluation/__init__.py	1
recommenders/evaluation/python_evaluation.py	813
recommenders/evaluation/spark_evaluation.py	534
recommenders/models/__init__.py	1
recommenders/models/cornac/__init__.py	1
recommenders/models/cornac/cornac_utils.py	61
recommenders/models/deeprec/DataModel/ImplicitCF.py	125
recommenders/models/deeprec/DataModel/__init__.py	1
recommenders/models/deeprec/__init__.py	1
recommenders/models/deeprec/config/asvd.yaml	42
recommenders/models/deeprec/config/caser.yaml	47
recommenders/models/deeprec/config/gru4rec.yaml	43
recommenders/models/deeprec/config/lightgcn.yaml	16
recommenders/models/deeprec/config/nextitnet.yaml	45
recommenders/models/deeprec/config/sli_rec.yaml	45
recommenders/models/deeprec/config/sum.yaml	46
recommenders/models/deeprec/deeprec_utils.py	435
recommenders/models/deeprec/io/__init__.py	1
recommenders/models/deeprec/io/dkn_item2item_iterator.py	80
recommenders/models/deeprec/io/dkn_iterator.py	259
recommenders/models/deeprec/io/iterator.py	147
recommenders/models/deeprec/io/nextitnet_iterator.py	211
recommenders/models/deeprec/io/sequential_iterator.py	370
recommenders/models/deeprec/models/__init__.py	1
recommenders/models/deeprec/models/base_model.py	514
recommenders/models/deeprec/models/dkn.py	370
recommenders/models/deeprec/models/dkn_item2item.py	78
recommenders/models/deeprec/models/graphrec/__init__.py	1
recommenders/models/deeprec/models/graphrec/lightgcn.py	294
recommenders/models/deeprec/models/sequential/__init__.py	1
recommenders/models/deeprec/models/sequential/asvd.py	20
recommenders/models/deeprec/models/sequential/caser.py	58
recommenders/models/deeprec/models/sequential/gru4rec.py	46
recommenders/models/deeprec/models/sequential/nextitnet.py	177
recommenders/models/deeprec/models/sequential/rnn_cell_implement.py	541
recommenders/models/deeprec/models/sequential/sequential_base_model.py	252
recommenders/models/deeprec/models/sequential/sli_rec.py	98
recommenders/models/deeprec/models/sequential/sum.py	99
recommenders/models/deeprec/models/sequential/sum_cells.py	293
recommenders/models/deeprec/models/xDeepFM.py	409
recommenders/models/fastai/__init__.py	1
recommenders/models/fastai/fastai_utils.py	44
recommenders/models/geoimc/__init__.py	1
recommenders/models/geoimc/geoimc_algorithm.py	106
recommenders/models/geoimc/geoimc_data.py	160
recommenders/models/geoimc/geoimc_predict.py	43
recommenders/models/geoimc/geoimc_utils.py	13
recommenders/models/lightfm/__init__.py	1
recommenders/models/lightfm/lightfm_utils.py	138
recommenders/models/lightgbm/__init__.py	1
recommenders/models/lightgbm/lightgbm_utils.py	148
recommenders/models/ncf/__init__.py	1
recommenders/models/ncf/dataset.py	189
recommenders/models/ncf/ncf_singlenode.py	273
recommenders/models/newsrec/__init__.py	1
recommenders/models/newsrec/io/__init__.py	1
recommenders/models/newsrec/io/mind_all_iterator.py	407
recommenders/models/newsrec/io/mind_iterator.py	283
recommenders/models/newsrec/models/__init__.py	1
recommenders/models/newsrec/models/base_model.py	259
recommenders/models/newsrec/models/layers.py	173
recommenders/models/newsrec/models/lstur.py	132
recommenders/models/newsrec/models/naml.py	255
recommenders/models/newsrec/models/npa.py	133
recommenders/models/newsrec/models/nrms.py	91
recommenders/models/newsrec/newsrec_utils.py	226
recommenders/models/rbm/__init__.py	1
recommenders/models/rbm/rbm.py	327
recommenders/models/rlrmc/RLRMCalgorithm.py	228
recommenders/models/rlrmc/RLRMCdataset.py	85
recommenders/models/rlrmc/__init__.py	1
recommenders/models/rlrmc/conjugate_gradient_ms.py	163
recommenders/models/sar/__init__.py	1
recommenders/models/sar/sar_singlenode.py	290
recommenders/models/surprise/__init__.py	1
recommenders/models/surprise/surprise_utils.py	70
recommenders/models/tfidf/__init__.py	1
recommenders/models/tfidf/tfidf_utils.py	186
recommenders/models/vae/__init__.py	1
recommenders/models/vae/multinomial_vae.py	268
recommenders/models/vae/standard_vae.py	237
recommenders/models/vowpal_wabbit/__init__.py	1
recommenders/models/vowpal_wabbit/vw.py	153
recommenders/models/wide_deep/__init__.py	1
recommenders/models/wide_deep/wide_deep_utils.py	119
recommenders/tuning/__init__.py	1
recommenders/tuning/nni/__init__.py	1
recommenders/tuning/nni/ncf_training.py	132
recommenders/tuning/nni/ncf_utils.py	38
recommenders/tuning/nni/nni_utils.py	85
recommenders/tuning/nni/svd_training.py	149
recommenders/tuning/parameter_sweep.py	17
recommenders/utils/__init__.py	1
recommenders/utils/constants.py	27
recommenders/utils/general_utils.py	13
recommenders/utils/gpu_utils.py	85
recommenders/utils/k8s_utils.py	33
recommenders/utils/notebook_memory_management.py	67
recommenders/utils/notebook_utils.py	18
recommenders/utils/plot.py	56
recommenders/utils/python_utils.py	42
recommenders/utils/spark_utils.py	39
recommenders/utils/tf_utils.py	218
recommenders/utils/timer.py	31
setup.py	116
tools/__init__.py	1
tools/databricks_install.py	225
tools/generate_conda_file.py	137
tools/generate_requirements_txt.py	23