├── .gitignore ├── Dockerfile ├── LICENSE ├── README.md ├── datasets ├── __init__.py ├── mlm.py ├── nwp.py └── plain.py ├── entry.py ├── models ├── __init__.py ├── bert4rec.py ├── layers │ ├── __init__.py │ ├── embedding.py │ └── transformer.py └── sasrec.py ├── preprocess.py ├── requirements.txt ├── runs ├── ml1m │ ├── bert4rec │ │ ├── config.json │ │ ├── se+te │ │ │ └── config.json │ │ ├── se │ │ │ └── config.json │ │ ├── st+se+te │ │ │ └── config.json │ │ ├── st+se │ │ │ └── config.json │ │ ├── st+te │ │ │ └── config.json │ │ ├── st │ │ │ └── config.json │ │ ├── te │ │ │ └── config.json │ │ └── vanilla │ │ │ └── config.json │ ├── config.json │ ├── pop │ │ └── config.json │ ├── sasrec │ │ └── config.json │ └── tuning │ │ ├── dim │ │ ├── 64 │ │ │ └── config.json │ │ ├── 128 │ │ │ └── config.json │ │ └── 256 │ │ │ └── config.json │ │ ├── dropout │ │ ├── 10 │ │ │ └── config.json │ │ ├── 15 │ │ │ └── config.json │ │ ├── 20 │ │ │ └── config.json │ │ ├── 30 │ │ │ └── config.json │ │ └── 50 │ │ │ └── config.json │ │ ├── head │ │ ├── 2 │ │ │ └── config.json │ │ ├── 4 │ │ │ └── config.json │ │ └── 8 │ │ │ └── config.json │ │ ├── lr │ │ ├── 0001 │ │ │ └── config.json │ │ ├── 0010 │ │ │ └── config.json │ │ └── 0100 │ │ │ └── config.json │ │ ├── mask │ │ ├── 10 │ │ │ └── config.json │ │ ├── 15 │ │ │ └── config.json │ │ ├── 20 │ │ │ └── config.json │ │ └── 30 │ │ │ └── config.json │ │ ├── se │ │ ├── 2 │ │ │ └── config.json │ │ ├── 3 │ │ │ └── config.json │ │ ├── 4 │ │ │ └── config.json │ │ └── 5 │ │ │ └── config.json │ │ ├── te │ │ ├── 8 │ │ │ └── config.json │ │ ├── 16 │ │ │ └── config.json │ │ ├── 32 │ │ │ └── config.json │ │ └── 64 │ │ │ └── config.json │ │ └── vanilla │ │ └── config.json ├── ml20m │ ├── bert4rec │ │ ├── config.json │ │ ├── se+te │ │ │ └── config.json │ │ ├── se │ │ │ └── config.json │ │ ├── st+se+te │ │ │ └── config.json │ │ ├── st+se │ │ │ └── config.json │ │ ├── st+te │ │ │ └── config.json │ │ ├── st │ │ │ └── config.json │ │ ├── te │ │ │ └── config.json │ │ └── vanilla │ │ │ └── config.json │ ├── config.json │ ├── pop │ │ └── config.json │ ├── sasrec │ │ └── config.json │ └── tuning │ │ ├── dim │ │ ├── 64 │ │ │ └── config.json │ │ ├── 128 │ │ │ └── config.json │ │ └── 256 │ │ │ └── config.json │ │ ├── dropout │ │ ├── 10 │ │ │ └── config.json │ │ ├── 15 │ │ │ └── config.json │ │ ├── 20 │ │ │ └── config.json │ │ ├── 30 │ │ │ └── config.json │ │ └── 50 │ │ │ └── config.json │ │ ├── head │ │ ├── 2 │ │ │ └── config.json │ │ ├── 4 │ │ │ └── config.json │ │ └── 8 │ │ │ └── config.json │ │ ├── lr │ │ ├── 0001 │ │ │ └── config.json │ │ ├── 0010 │ │ │ └── config.json │ │ └── 0100 │ │ │ └── config.json │ │ ├── mask │ │ ├── 10 │ │ │ └── config.json │ │ ├── 15 │ │ │ └── config.json │ │ ├── 20 │ │ │ └── config.json │ │ └── 30 │ │ │ └── config.json │ │ ├── se │ │ ├── 2 │ │ │ └── config.json │ │ ├── 3 │ │ │ └── config.json │ │ ├── 4 │ │ │ └── config.json │ │ └── 5 │ │ │ └── config.json │ │ ├── te │ │ ├── 8 │ │ │ └── config.json │ │ ├── 16 │ │ │ └── config.json │ │ ├── 32 │ │ │ └── config.json │ │ └── 64 │ │ │ └── config.json │ │ └── vanilla │ │ └── config.json ├── steam2 │ ├── bert4rec │ │ ├── config.json │ │ ├── se+te │ │ │ └── config.json │ │ ├── se │ │ │ └── config.json │ │ ├── st+se+te │ │ │ └── config.json │ │ ├── st+se │ │ │ └── config.json │ │ ├── st+te │ │ │ └── config.json │ │ ├── st │ │ │ └── config.json │ │ ├── te │ │ │ └── config.json │ │ └── vanilla │ │ │ └── config.json │ ├── config.json │ ├── pop │ │ └── config.json │ ├── sasrec │ │ └── config.json │ └── tuning │ │ ├── dim │ │ ├── 64 │ │ │ └── config.json │ │ ├── 128 │ │ │ └── config.json │ │ └── 256 │ │ │ └── config.json │ │ ├── dropout │ │ ├── 10 │ │ │ └── config.json │ │ ├── 15 │ │ │ └── config.json │ │ ├── 20 │ │ │ └── config.json │ │ ├── 30 │ │ │ └── config.json │ │ └── 50 │ │ │ └── config.json │ │ ├── head │ │ ├── 2 │ │ │ └── config.json │ │ ├── 4 │ │ │ └── config.json │ │ └── 8 │ │ │ └── config.json │ │ ├── lr │ │ ├── 0001 │ │ │ └── config.json │ │ ├── 0010 │ │ │ └── config.json │ │ └── 0100 │ │ │ └── config.json │ │ ├── mask │ │ ├── 10 │ │ │ └── config.json │ │ ├── 15 │ │ │ └── config.json │ │ ├── 20 │ │ │ └── config.json │ │ └── 30 │ │ │ └── config.json │ │ ├── se │ │ ├── 2 │ │ │ └── config.json │ │ ├── 3 │ │ │ └── config.json │ │ ├── 4 │ │ │ └── config.json │ │ └── 5 │ │ │ └── config.json │ │ ├── te │ │ ├── 8 │ │ │ └── config.json │ │ ├── 16 │ │ │ └── config.json │ │ ├── 32 │ │ │ └── config.json │ │ └── 64 │ │ │ └── config.json │ │ └── vanilla │ │ └── config.json └── template │ ├── bert4rec │ ├── config.json │ ├── se+te │ │ └── config.json │ ├── se │ │ └── config.json │ ├── st+se+te │ │ └── config.json │ ├── st+se │ │ └── config.json │ ├── st+te │ │ └── config.json │ ├── st │ │ └── config.json │ ├── te │ │ └── config.json │ └── vanilla │ │ └── config.json │ ├── config.json │ ├── pop │ └── config.json │ ├── sasrec │ └── config.json │ └── tuning │ ├── dim │ ├── 64 │ │ └── config.json │ ├── 128 │ │ └── config.json │ └── 256 │ │ └── config.json │ ├── dropout │ ├── 10 │ │ └── config.json │ ├── 15 │ │ └── config.json │ ├── 20 │ │ └── config.json │ ├── 30 │ │ └── config.json │ └── 50 │ │ └── config.json │ ├── head │ ├── 2 │ │ └── config.json │ ├── 4 │ │ └── config.json │ └── 8 │ │ └── config.json │ ├── lr │ ├── 0001 │ │ └── config.json │ ├── 0010 │ │ └── config.json │ └── 0100 │ │ └── config.json │ ├── mask │ ├── 10 │ │ └── config.json │ ├── 15 │ │ └── config.json │ ├── 20 │ │ └── config.json │ └── 30 │ │ └── config.json │ ├── se │ ├── 2 │ │ └── config.json │ ├── 3 │ │ └── config.json │ ├── 4 │ │ └── config.json │ └── 5 │ │ └── config.json │ ├── te │ ├── 8 │ │ └── config.json │ ├── 16 │ │ └── config.json │ ├── 32 │ │ └── config.json │ └── 64 │ │ └── config.json │ └── vanilla │ └── config.json ├── scripts ├── build.sh └── tboard.sh ├── solvers ├── __init__.py ├── base.py ├── bert4rec.py ├── pop.py └── sasrec.py └── tools ├── __init__.py ├── criterions.py ├── metrics.py ├── schedulers.py └── utils.py /.gitignore: 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