├── .gitignore ├── LICENSE ├── README.md ├── als_model.pkl ├── als_model ├── itemFactors │ ├── ._SUCCESS.crc │ ├── .part-00000-1be88159-43dd-4f96-97cd-3966f42b611b-c000.snappy.parquet.crc │ ├── .part-00001-1be88159-43dd-4f96-97cd-3966f42b611b-c000.snappy.parquet.crc │ ├── .part-00002-1be88159-43dd-4f96-97cd-3966f42b611b-c000.snappy.parquet.crc │ ├── .part-00003-1be88159-43dd-4f96-97cd-3966f42b611b-c000.snappy.parquet.crc │ ├── .part-00004-1be88159-43dd-4f96-97cd-3966f42b611b-c000.snappy.parquet.crc │ ├── .part-00005-1be88159-43dd-4f96-97cd-3966f42b611b-c000.snappy.parquet.crc │ ├── .part-00006-1be88159-43dd-4f96-97cd-3966f42b611b-c000.snappy.parquet.crc │ ├── .part-00007-1be88159-43dd-4f96-97cd-3966f42b611b-c000.snappy.parquet.crc │ ├── .part-00008-1be88159-43dd-4f96-97cd-3966f42b611b-c000.snappy.parquet.crc │ ├── .part-00009-1be88159-43dd-4f96-97cd-3966f42b611b-c000.snappy.parquet.crc │ ├── _SUCCESS │ ├── part-00000-1be88159-43dd-4f96-97cd-3966f42b611b-c000.snappy.parquet │ ├── part-00001-1be88159-43dd-4f96-97cd-3966f42b611b-c000.snappy.parquet │ ├── part-00002-1be88159-43dd-4f96-97cd-3966f42b611b-c000.snappy.parquet │ ├── part-00003-1be88159-43dd-4f96-97cd-3966f42b611b-c000.snappy.parquet │ ├── part-00004-1be88159-43dd-4f96-97cd-3966f42b611b-c000.snappy.parquet │ ├── part-00005-1be88159-43dd-4f96-97cd-3966f42b611b-c000.snappy.parquet │ ├── part-00006-1be88159-43dd-4f96-97cd-3966f42b611b-c000.snappy.parquet │ ├── part-00007-1be88159-43dd-4f96-97cd-3966f42b611b-c000.snappy.parquet │ ├── part-00008-1be88159-43dd-4f96-97cd-3966f42b611b-c000.snappy.parquet │ └── part-00009-1be88159-43dd-4f96-97cd-3966f42b611b-c000.snappy.parquet ├── metadata │ ├── ._SUCCESS.crc │ ├── .part-00000.crc │ ├── _SUCCESS │ └── part-00000 └── userFactors │ ├── ._SUCCESS.crc │ ├── .part-00000-20985b46-bc45-4243-ba58-d9292944b0d9-c000.snappy.parquet.crc │ ├── .part-00001-20985b46-bc45-4243-ba58-d9292944b0d9-c000.snappy.parquet.crc │ ├── .part-00002-20985b46-bc45-4243-ba58-d9292944b0d9-c000.snappy.parquet.crc │ ├── .part-00003-20985b46-bc45-4243-ba58-d9292944b0d9-c000.snappy.parquet.crc │ ├── .part-00004-20985b46-bc45-4243-ba58-d9292944b0d9-c000.snappy.parquet.crc │ ├── .part-00005-20985b46-bc45-4243-ba58-d9292944b0d9-c000.snappy.parquet.crc │ ├── .part-00006-20985b46-bc45-4243-ba58-d9292944b0d9-c000.snappy.parquet.crc │ ├── .part-00007-20985b46-bc45-4243-ba58-d9292944b0d9-c000.snappy.parquet.crc │ ├── .part-00008-20985b46-bc45-4243-ba58-d9292944b0d9-c000.snappy.parquet.crc │ ├── .part-00009-20985b46-bc45-4243-ba58-d9292944b0d9-c000.snappy.parquet.crc │ ├── _SUCCESS │ ├── part-00000-20985b46-bc45-4243-ba58-d9292944b0d9-c000.snappy.parquet │ ├── part-00001-20985b46-bc45-4243-ba58-d9292944b0d9-c000.snappy.parquet │ ├── part-00002-20985b46-bc45-4243-ba58-d9292944b0d9-c000.snappy.parquet │ ├── part-00003-20985b46-bc45-4243-ba58-d9292944b0d9-c000.snappy.parquet │ ├── part-00004-20985b46-bc45-4243-ba58-d9292944b0d9-c000.snappy.parquet │ ├── part-00005-20985b46-bc45-4243-ba58-d9292944b0d9-c000.snappy.parquet │ ├── part-00006-20985b46-bc45-4243-ba58-d9292944b0d9-c000.snappy.parquet │ ├── part-00007-20985b46-bc45-4243-ba58-d9292944b0d9-c000.snappy.parquet │ ├── part-00008-20985b46-bc45-4243-ba58-d9292944b0d9-c000.snappy.parquet │ └── part-00009-20985b46-bc45-4243-ba58-d9292944b0d9-c000.snappy.parquet ├── dataset ├── customer_details.csv ├── product_details.csv ├── product_id_map.pkl ├── sales_data.csv └── user_id_map.pkl ├── middleware.ipynb ├── neo4j_import.ipynb ├── notebooks ├── data_preparation.ipynb ├── model_training.ipynb └── recommendations.ipynb ├── requirements.txt └── train_test_split ├── test_sales_data.csv └── train_sales_data.csv /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kaankvrck/KG-Enhanced-Recommender/HEAD/.gitignore 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