Path	Lines of Code
retail/ltv/bqml/scripts/00_procedure_persist.sql	8
retail/ltv/bqml/scripts/10_procedure_match.sql	15
retail/ltv/bqml/scripts/20_procedure_prepare.sql	158
retail/ltv/bqml/scripts/30_procedure_train.sql	16
retail/ltv/bqml/scripts/40_procedure_predict.sql	65
retail/ltv/bqml/scripts/50_procedure_top.sql	33
retail/propensity-model/bqml/bqml_kfp_retail_propensity_to_purchase.ipynb	3240
retail/recommendation-system/bqml-mlops/part_2/cloudbuild.yaml	9
retail/recommendation-system/bqml-mlops/part_2/pipeline.py	134
retail/recommendation-system/bqml-mlops/part_3/vertex_ai_pipeline.ipynb	766
retail/recommendation-system/bqml-scann/ann01_create_index.ipynb	2518
retail/recommendation-system/bqml-scann/ann02_run_pipeline.ipynb	1464
retail/recommendation-system/bqml-scann/ann_grpc/match_pb2_grpc.py	72
retail/recommendation-system/bqml-scann/embeddings_exporter/__init__.py	1
retail/recommendation-system/bqml-scann/embeddings_exporter/pipeline.py	33
retail/recommendation-system/bqml-scann/embeddings_exporter/runner.py	25
retail/recommendation-system/bqml-scann/embeddings_exporter/setup.py	9
retail/recommendation-system/bqml-scann/embeddings_lookup/lookup_creator.py	56
retail/recommendation-system/bqml-scann/index_builder/builder/__init__.py	1
retail/recommendation-system/bqml-scann/index_builder/builder/indexer.py	67
retail/recommendation-system/bqml-scann/index_builder/builder/task.py	34
retail/recommendation-system/bqml-scann/index_builder/config.yaml	3
retail/recommendation-system/bqml-scann/index_builder/setup.py	11
retail/recommendation-system/bqml-scann/index_server/cloudbuild.yaml	5
retail/recommendation-system/bqml-scann/index_server/lookup.py	16
retail/recommendation-system/bqml-scann/index_server/main.py	47
retail/recommendation-system/bqml-scann/index_server/matching.py	21
retail/recommendation-system/bqml-scann/sql_scripts/sp_ComputePMI.sql	85
retail/recommendation-system/bqml-scann/sql_scripts/sp_ExractEmbeddings.sql	34
retail/recommendation-system/bqml-scann/sql_scripts/sp_TrainItemMatchingModel.sql	22
retail/recommendation-system/bqml-scann/tfx_pipeline/__init__.py	1
retail/recommendation-system/bqml-scann/tfx_pipeline/bq_components.py	76
retail/recommendation-system/bqml-scann/tfx_pipeline/config.py	14
retail/recommendation-system/bqml-scann/tfx_pipeline/item_matcher.py	36
retail/recommendation-system/bqml-scann/tfx_pipeline/lookup_creator.py	68
retail/recommendation-system/bqml-scann/tfx_pipeline/pipeline.py	165
retail/recommendation-system/bqml-scann/tfx_pipeline/runner.py	76
retail/recommendation-system/bqml-scann/tfx_pipeline/scann_evaluator.py	144
retail/recommendation-system/bqml-scann/tfx_pipeline/scann_indexer.py	80
retail/recommendation-system/bqml/bqml_retail_recommendation_system.ipynb	1097