Path	Lines of Code
AUTHORS.md	109
CODE_OF_CONDUCT.md	6
CONTRIBUTING.md	48
GLOSSARY.md	30
NEWS.md	52
README.md	135
SECURITY.md	21
SETUP.md	279
conda.md	32
contrib/README.md	10
contrib/azureml_designer_modules/README.md	3
contrib/sarplus/DEVELOPMENT.md	84
contrib/sarplus/README.md	134
contrib/sarplus/python/README.md	11
contrib/sarplus/scala/project/build.properties	1
examples/00_quick_start/README.md	39
examples/00_quick_start/als_movielens.ipynb	533
examples/00_quick_start/fastai_movielens.ipynb	960
examples/00_quick_start/geoimc_movielens.ipynb	329
examples/00_quick_start/lightgbm_tinycriteo.ipynb	1022
examples/00_quick_start/lstur_MIND.ipynb	562
examples/00_quick_start/naml_MIND.ipynb	559
examples/00_quick_start/ncf_movielens.ipynb	335
examples/00_quick_start/npa_MIND.ipynb	537
examples/00_quick_start/nrms_MIND.ipynb	556
examples/00_quick_start/rlrmc_movielens.ipynb	334
examples/00_quick_start/sar_movielens.ipynb	926
examples/00_quick_start/sar_movielens_with_azureml.ipynb	696
examples/00_quick_start/sar_movieratings_with_azureml_designer.ipynb	311
examples/01_prepare_data/README.md	16
examples/01_prepare_data/data_split.ipynb	1192
examples/01_prepare_data/data_transform.ipynb	1724
examples/01_prepare_data/mind_utils.ipynb	459
examples/02_model_collaborative_filtering/README.md	15
examples/02_model_collaborative_filtering/baseline_deep_dive.ipynb	832
examples/02_model_collaborative_filtering/cornac_bpr_deep_dive.ipynb	595
examples/02_model_collaborative_filtering/lightgcn_deep_dive.ipynb	800
examples/02_model_collaborative_filtering/sar_deep_dive.ipynb	629
examples/02_model_collaborative_filtering/surprise_svd_deep_dive.ipynb	720
examples/02_model_content_based_filtering/README.md	8
examples/02_model_content_based_filtering/dkn_deep_dive.ipynb	561
examples/02_model_content_based_filtering/mmlspark_lightgbm_criteo.ipynb	481
examples/02_model_content_based_filtering/vowpal_wabbit_deep_dive.ipynb	1377
examples/02_model_hybrid/README.md	8
examples/02_model_hybrid/ncf_deep_dive.ipynb	952
examples/03_evaluate/README.md	31
examples/03_evaluate/als_movielens_diversity_metrics.ipynb	991
examples/03_evaluate/evaluation.ipynb	1955
examples/04_model_select_and_optimize/README.md	34
examples/04_model_select_and_optimize/azureml_hyperdrive_surprise_svd.ipynb	786
examples/04_model_select_and_optimize/nni_ncf.ipynb	703
examples/04_model_select_and_optimize/nni_surprise_svd.ipynb	1084
examples/04_model_select_and_optimize/train_scripts/svd_training.py	120
examples/04_model_select_and_optimize/train_scripts/wide_deep_training.py	121
examples/05_operationalize/README.md	7
examples/05_operationalize/aks_locust_load_test.ipynb	410
examples/05_operationalize/als_movie_o16n.ipynb	1238
examples/05_operationalize/lightgbm_criteo_o16n.ipynb	872
examples/06_benchmarks/README.md	10
examples/06_benchmarks/benchmark_utils.py	313
examples/06_benchmarks/movielens.ipynb	1075
examples/07_tutorials/KDD2020-tutorial/README.md	43
examples/07_tutorials/KDD2020-tutorial/dkn.yaml	55
examples/07_tutorials/KDD2020-tutorial/lightgcn.yaml	16
examples/07_tutorials/KDD2020-tutorial/reco_cpu_kdd.yaml	26
examples/07_tutorials/KDD2020-tutorial/reco_gpu_kdd.yaml	26
examples/07_tutorials/KDD2020-tutorial/run_transE.sh	12
examples/07_tutorials/KDD2020-tutorial/step2_pretraining-embeddings.ipynb	249
examples/07_tutorials/KDD2020-tutorial/utils/PandasMagClass.py	220
examples/07_tutorials/KDD2020-tutorial/utils/data_helper.py	71
examples/07_tutorials/KDD2020-tutorial/utils/general.py	30
examples/07_tutorials/KDD2020-tutorial/utils/task_helper.py	806
examples/README.md	53
examples/run_notebook_on_azureml.ipynb	384
examples/template.ipynb	281
recommenders/README.md	128
scenarios/README.md	9
scenarios/ads/README.md	1
scenarios/entertainment/README.md	1
scenarios/food_and_restaurants/README.md	1
scenarios/news/README.md	13
scenarios/retail/README.md	17
scenarios/travel/README.md	1
tests/README.md	160
tests/ci/README.md	15
tests/integration/examples/__init__.py	1
tests/integration/examples/test_notebooks_gpu.py	538
tests/integration/examples/test_notebooks_pyspark.py	48
tests/integration/examples/test_notebooks_python.py	232
tests/smoke/examples/__init__.py	1
tests/smoke/examples/test_notebooks_gpu.py	216
tests/smoke/examples/test_notebooks_pyspark.py	47
tests/smoke/examples/test_notebooks_python.py	139
tests/unit/examples/__init__.py	1
tests/unit/examples/test_notebooks_gpu.py	103
tests/unit/examples/test_notebooks_pyspark.py	112
tests/unit/examples/test_notebooks_python.py	95
tests/unit/recommenders/utils/test_notebook_utils.ipynb	106
tools/docker/README.md	66
tox.ini	84