├── .gitignore ├── README.md ├── data ├── beauty │ ├── CF_indices │ │ ├── c20_500_CF_index.json │ │ └── computed_optimal_500_CF_index.json │ ├── co_CF_indices │ │ ├── data.txt │ │ ├── item_c20_100_CF_index.json │ │ ├── item_c20_500_CF_index.json │ │ ├── item_c40_100_CF_index.json │ │ ├── item_c60_100_CF_index.json │ │ ├── item_computed_20_100_CF_index.json │ │ ├── item_computed_40_100_CF_index.json │ │ ├── item_computed_60_100_CF_index.json │ │ ├── item_computed_deduplicated_50_100_CF_index.json │ │ ├── item_deduplicated_c50_100_CF_index.json │ │ ├── user_c20_100_CF_index.json │ │ ├── user_c20_500_CF_index.json │ │ ├── user_c40_100_CF_index.json │ │ ├── user_c60_100_CF_index.json │ │ ├── user_computed_20_100_CF_index.json │ │ ├── user_computed_40_100_CF_index.json │ │ ├── user_computed_60_100_CF_index.json │ │ ├── user_computed_deduplicated_50_100_CF_index.json │ │ └── user_deduplicated_c50_100_CF_index.json │ ├── co_graph_indices │ │ ├── item_16_computed_index.json │ │ ├── item_16_index.json │ │ ├── item_3_index.json │ │ ├── item_4_index.json │ │ ├── item_8_index.json │ │ ├── user_16_index.json │ │ ├── user_3_computed_index.json │ │ ├── user_3_index.json │ │ ├── user_4_computed_index.json │ │ ├── user_4_index.json │ │ └── user_8_index.json │ ├── item_CF_indices │ │ ├── data.txt │ │ ├── item_10_cluster.npy │ │ ├── item_20_cluster.npy │ │ ├── item_CF_datamaps.json │ │ ├── item_c10_100_CF_index.json │ │ ├── item_c20_100_CF_index.json │ │ ├── item_c50_100_CF_index.json │ │ ├── item_cluster.npy │ │ ├── item_computed_deduplicated_20_100_CF_index.json │ │ └── item_deduplicated_c20_100_CF_index.json │ ├── item_graph_indices │ │ ├── item_16_index.json │ │ ├── item_20_100_graph_index.json │ │ ├── item_3_computed_index.json │ │ ├── item_3_index.json │ │ ├── item_4_index.json │ │ ├── item_8_index.json │ │ └── item_deduplicated_20_100_graph_index.json │ ├── remapped_sequential │ │ └── data.txt │ ├── user_CF_indices │ │ ├── c10_30_CF_index.json │ │ ├── data.txt │ │ ├── datamaps.json │ │ ├── reversed_userid_map.json │ │ ├── user_20_cluster.npy │ │ ├── user_CF_datamaps.json │ │ ├── user_c20_100_CF_index.json │ │ ├── user_cluster.npy │ │ ├── user_computed_deduplicated_20_100_CF_index.json │ │ ├── user_deduplicated_c20_100_CF_index.json │ │ └── userid_map.json │ ├── user_graph_indices │ │ ├── user_16_computed_index.json │ │ ├── user_16_index.json │ │ ├── user_20_100_graph_index.json │ │ ├── user_3_computed_index.json │ │ ├── user_3_index.json │ │ ├── user_4_computed_index.json │ │ ├── user_4_index.json │ │ ├── user_8_index.json │ │ ├── user_computed_deduplicated_20_100_graph_index.json │ │ └── user_deduplicated_20_100_graph_index.json │ ├── useritem_CF_indices │ │ ├── item_computed_deduplicated_20_100_CF_index.json │ │ ├── item_deduplicated_c20_100_CF_index.json │ │ ├── user_computed_deduplicated_20_100_CF_index.json │ │ └── user_deduplicated_c20_100_CF_index.json │ └── useritem_graph_indices │ │ ├── item_deduplicated_20_100_graph_index.json │ │ └── user_deduplicated_20_100_graph_index.json ├── toys │ ├── co_CF_indices │ │ ├── data.txt │ │ ├── item_c20_100_CF_index.json │ │ ├── item_c20_30_CF_index.json │ │ ├── item_c30_100_CF_index.json │ │ ├── item_c60_100_CF_index.json │ │ ├── item_computed_deduplicated_20_100_CF_index.json │ │ ├── item_computed_deduplicated_30_100_CF_index.json │ │ ├── item_computed_deduplicated_40_100_CF_index.json │ │ ├── item_computed_deduplicated_50_100_CF_index.json │ │ ├── item_computed_deduplicated_60_100_CF_index.json │ │ ├── item_deduplicated_c20_100_CF_index.json │ │ ├── item_deduplicated_c30_100_CF_index.json │ │ ├── item_deduplicated_c40_100_CF_index.json │ │ ├── item_deduplicated_c50_100_CF_index.json │ │ ├── item_deduplicated_c60_100_CF_index.json │ │ ├── user_c20_100_CF_index.json │ │ ├── user_c20_30_CF_index.json │ │ ├── user_c30_100_CF_index.json │ │ ├── user_c60_100_CF_index.json │ │ ├── user_computed_deduplicated_20_100_CF_index.json │ │ ├── user_computed_deduplicated_30_100_CF_index.json │ │ ├── user_computed_deduplicated_40_100_CF_index.json │ │ ├── user_computed_deduplicated_50_100_CF_index.json │ │ ├── user_computed_deduplicated_60_100_CF_index.json │ │ ├── user_deduplicated_c20_100_CF_index.json │ │ ├── user_deduplicated_c30_100_CF_index.json │ │ ├── user_deduplicated_c40_100_CF_index.json │ │ ├── user_deduplicated_c50_100_CF_index.json │ │ └── user_deduplicated_c60_100_CF_index.json │ ├── co_graph_indices │ │ ├── item_16_index.json │ │ ├── item_3_index.json │ │ ├── item_4_computed_index.json │ │ ├── item_4_index.json │ │ ├── item_8_index.json │ │ ├── item_index.json │ │ ├── user_16_index.json │ │ ├── user_3_index.json │ │ ├── user_4_computed_index.json │ │ ├── user_4_index.json │ │ ├── user_8_index.json │ │ └── user_index.json │ ├── item_CF_indices │ │ ├── data.txt │ │ ├── item_10_cluster.npy │ │ ├── item_20_cluster.npy │ │ ├── item_30_cluster.npy │ │ ├── item_40_cluster.npy │ │ ├── item_50_cluster.npy │ │ ├── item_c10_100_CF_index.json │ │ ├── item_c20_100_CF_index.json │ │ ├── item_c30_100_CF_index.json │ │ ├── item_c40_100_CF_index.json │ │ ├── item_c50_100_CF_index.json │ │ ├── item_computed_deduplicated_10_100_CF_index.json │ │ ├── item_computed_deduplicated_20_100_CF_index.json │ │ ├── item_computed_deduplicated_30_100_CF_index.json │ │ ├── item_computed_deduplicated_40_100_CF_index.json │ │ ├── item_computed_deduplicated_50_100_CF_index.json │ │ ├── item_deduplicated_c10_100_CF_index.json │ │ ├── item_deduplicated_c20_100_CF_index.json │ │ ├── item_deduplicated_c30_100_CF_index.json │ │ ├── item_deduplicated_c40_100_CF_index.json │ │ └── item_deduplicated_c50_100_CF_index.json │ ├── item_graph_indices │ │ ├── item_16_index.json │ │ ├── item_3_index.json │ │ ├── item_4_computed_index.json │ │ ├── item_4_index.json │ │ ├── item_8_index.json │ │ └── item_index.json │ ├── remapped_sequential │ │ ├── .ipynb_checkpoints │ │ │ └── data-checkpoint.txt │ │ └── data.txt │ ├── user_CF_indices │ │ ├── c10_30_CF_index.json │ │ ├── data.txt │ │ ├── reversed_userid_map.json │ │ ├── user_10_cluster.npy │ │ ├── user_20_cluster.npy │ │ ├── user_30_cluster.npy │ │ ├── user_40_cluster.npy │ │ ├── user_50_cluster.npy │ │ ├── user_c10_100_CF_index.json │ │ ├── user_c20_100_CF_index.json │ │ ├── user_c30_100_CF_index.json │ │ ├── user_c40_100_CF_index.json │ │ ├── user_c50_100_CF_index.json │ │ ├── user_cluster.npy │ │ ├── user_computed_deduplicated_10_100_CF_index.json │ │ ├── user_computed_deduplicated_20_100_CF_index.json │ │ ├── user_computed_deduplicated_30_100_CF_index.json │ │ ├── user_computed_deduplicated_40_100_CF_index.json │ │ ├── user_computed_deduplicated_50_100_CF_index.json │ │ ├── user_deduplicated_c10_100_CF_index.json │ │ ├── user_deduplicated_c20_100_CF_index.json │ │ ├── user_deduplicated_c30_100_CF_index.json │ │ ├── user_deduplicated_c40_100_CF_index.json │ │ ├── user_deduplicated_c50_100_CF_index.json │ │ └── userid_map.json │ ├── user_graph_indices │ │ ├── user_16_index.json │ │ ├── user_3_index.json │ │ ├── user_4_computed_index.json │ │ ├── user_4_index.json │ │ ├── user_8_index.json │ │ └── user_index.json │ └── useritem_CF_indices │ │ ├── item_computed_deduplicated_10_100_CF_index.json │ │ ├── item_computed_deduplicated_20_100_CF_index.json │ │ ├── item_computed_deduplicated_30_100_CF_index.json │ │ ├── item_computed_deduplicated_40_100_CF_index.json │ │ ├── item_computed_deduplicated_50_100_CF_index.json │ │ ├── item_deduplicated_c10_100_CF_index.json │ │ ├── item_deduplicated_c20_100_CF_index.json │ │ ├── item_deduplicated_c30_100_CF_index.json │ │ ├── item_deduplicated_c40_100_CF_index.json │ │ ├── item_deduplicated_c50_100_CF_index.json │ │ ├── user_computed_deduplicated_10_100_CF_index.json │ │ ├── user_computed_deduplicated_20_100_CF_index.json │ │ ├── user_computed_deduplicated_30_100_CF_index.json │ │ ├── user_computed_deduplicated_40_100_CF_index.json │ │ ├── user_computed_deduplicated_50_100_CF_index.json │ │ ├── user_deduplicated_c10_100_CF_index.json │ │ ├── user_deduplicated_c20_100_CF_index.json │ │ ├── user_deduplicated_c30_100_CF_index.json │ │ ├── user_deduplicated_c40_100_CF_index.json │ │ └── user_deduplicated_c50_100_CF_index.json └── yelp │ ├── co_CF_indices │ ├── .ipynb_checkpoints │ │ └── data-checkpoint.txt │ ├── data.txt │ ├── item_c30_100_CF_index.json │ ├── item_c60_100_CF_index.json │ ├── item_computed_deduplicated_50_100_CF_index.json │ ├── item_deduplicated_c50_100_CF_index.json │ ├── user_c30_100_CF_index.json │ ├── user_c60_100_CF_index.json │ ├── user_computed_deduplicated_50_100_CF_index.json │ └── user_deduplicated_c50_100_CF_index.json │ ├── co_graph_indices │ ├── item_16_index.json │ ├── item_3_index.json │ ├── item_4_index.json │ ├── item_8_index.json │ ├── user_16_index.json │ ├── user_3_index.json │ ├── user_4_index.json │ └── user_8_index.json │ ├── item_CF_indices │ ├── data.txt │ ├── item_20_cluster.npy │ ├── item_c20_100_CF_index.json │ ├── item_c30_100_CF_index.json │ ├── item_c50_100_CF_index.json │ ├── item_cluster.npy │ ├── item_computed_deduplicated_20_100_CF_index.json │ └── item_deduplicated_c20_100_CF_index.json │ ├── item_graph_indices │ ├── item_16_index.json │ ├── item_20_100_graph_index.json │ ├── item_3_index.json │ ├── item_4_index.json │ ├── item_5_index.json │ └── item_8_index.json │ ├── remapped_sequential │ └── data.txt │ ├── user_CF_indices │ ├── data.txt │ ├── reversed_userid_map.json │ ├── user_20_cluster.npy │ ├── user_c20_100_CF_index.json │ ├── user_cluster.npy │ ├── user_computed_deduplicated_20_100_CF_index.json │ ├── user_deduplicated_c20_100_CF_index.json │ └── userid_map.json │ ├── user_graph_indices │ ├── user_16_index.json │ ├── user_20_100_graph_index.json │ ├── user_3_index.json │ ├── user_4_index.json │ ├── user_5_index.json │ └── user_8_index.json │ └── useritem_CF_indices │ ├── item_computed_deduplicated_20_100_CF_index.json │ ├── item_deduplicated_c20_100_CF_index.json │ ├── user_computed_deduplicated_20_100_CF_index.json │ └── user_deduplicated_c20_100_CF_index.json ├── indexing ├── .ipynb_checkpoints │ ├── CF_index-checkpoint.py │ ├── graph_index-checkpoint.py │ └── rep_method-checkpoint.py ├── CF_index.py ├── CID_generation.py ├── GID_generation.py ├── co_CID_generation.py ├── graph_index.py └── rep_method.py ├── main.py ├── modeling ├── .ipynb_checkpoints │ └── modeling_p5-checkpoint.py └── modeling_p5.py ├── preprocess ├── .ipynb_checkpoints │ ├── preprocess_amazon-checkpoint.ipynb │ ├── preprocess_ml1m-checkpoint.ipynb │ └── sequential_generation-checkpoint.ipynb ├── preprocess_amazon.ipynb ├── preprocess_ml1m.ipynb └── sequential_generation.ipynb ├── requirements.txt └── utils ├── .ipynb_checkpoints ├── data-checkpoint.py ├── generation_trie-checkpoint.py ├── prompt-checkpoint.py └── utils-checkpoint.py ├── data.py ├── generation_trie.py ├── prompt.py └── utils.py /.gitignore: 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