├── .gitignore ├── DMT paper.pdf ├── DMT slides.pptx ├── DMT.jpg ├── DMT_code ├── conf │ ├── idtables │ │ ├── Brand.py │ │ ├── Cid1.py │ │ ├── Cid2.py │ │ ├── Cid3.py │ │ ├── Page.py │ │ ├── Position.py │ │ ├── Shopid.py │ │ ├── Sku.py │ │ ├── Time.py │ │ ├── TimeCart.py │ │ ├── TimeClick.py │ │ ├── TimeOrder.py │ │ └── __init__.py │ ├── recsys_conf.py │ └── settings │ │ └── dmt.conf ├── data_feed │ ├── __init__.py │ ├── index_tables.py │ └── tfrecord_mask.py ├── metrics │ ├── __init__.py │ ├── metrics.py │ ├── metrics2.py │ └── metrics3.py ├── model │ ├── __init__.py │ ├── inference_mlp.py │ └── net │ │ ├── ._.DS_Store │ │ ├── ._TransformerModel.py │ │ ├── ._TransformerModel_util.py │ │ ├── .___init__.py │ │ ├── .___pycache__ │ │ ├── ._base.py │ │ ├── ._embed_mlp.py │ │ ├── ._mlp.py │ │ ├── ._mmoe.py │ │ ├── ._mmoe_transformer.py │ │ ├── ._mmoe_transformer_unbias.py │ │ ├── ._multi_task.py │ │ ├── ._multi_task_transformer.py │ │ ├── ._transformer.py │ │ ├── TransformerModel.py │ │ ├── TransformerModel_util.py │ │ ├── __init__.py │ │ ├── __pycache__ │ │ ├── ._TransformerModel.cpython-36.pyc │ │ ├── ._TransformerModel_util.cpython-36.pyc │ │ ├── .___init__.cpython-36.pyc │ │ ├── ._base.cpython-36.pyc │ │ ├── ._dien.cpython-36.pyc │ │ ├── ._dien_rnn.cpython-36.pyc │ │ ├── ._dien_utils.cpython-36.pyc │ │ ├── ._din.cpython-36.pyc │ │ ├── ._embed_mlp.cpython-36.pyc │ │ ├── ._transformer.cpython-36.pyc │ │ ├── TransformerModel.cpython-36.pyc │ │ ├── TransformerModel_util.cpython-36.pyc │ │ ├── __init__.cpython-36.pyc │ │ ├── base.cpython-36.pyc │ │ ├── dien.cpython-36.pyc │ │ ├── dien_rnn.cpython-36.pyc │ │ ├── dien_utils.cpython-36.pyc │ │ ├── din.cpython-36.pyc │ │ ├── embed_mlp.cpython-36.pyc │ │ └── transformer.cpython-36.pyc │ │ ├── base.py │ │ ├── embed_mlp.py │ │ ├── mlp.py │ │ ├── mmoe.py │ │ ├── mmoe_transformer.py │ │ ├── mmoe_transformer_unbias.py │ │ ├── multi_task.py │ │ ├── multi_task_transformer.py │ │ └── transformer.py ├── parse │ ├── __init__.py │ └── parse.py ├── rec_saved_model.py ├── run.sh ├── run_dnn.py ├── saved_model │ ├── .___init__.py │ ├── ._export_model.py │ ├── ._preprocess.py │ ├── __init__.py │ ├── export_model.py │ └── preprocess.py ├── test.sh ├── train.sh ├── util │ ├── util.py │ └── util_unbias.py └── valid.sh ├── README.md └── jd_recsys_demo ├── 2019-12-04_2019-12-04 └── test_ord │ └── 2019-12-19_2019-12-19 │ ├── data │ ├── _SUCCESS │ ├── part-r-00000 │ └── part-r-00001 │ └── stat │ ├── _SUCCESS │ └── part-00000 ├── stat ├── mean │ ├── _SUCCESS │ └── part-00000 ├── stat │ ├── _SUCCESS │ └── part-00000 └── std │ ├── _SUCCESS │ └── part-00000 └── train └── 2019-12-04_2019-12-04 └── train └── 2019-12-04_2019-12-04 ├── data ├── _SUCCESS ├── part-r-00000 └── part-r-00001 └── stat ├── _SUCCESS └── part-00000 /.gitignore: -------------------------------------------------------------------------------- 1 | ./idea 2 | ._* 3 | 4 | -------------------------------------------------------------------------------- /DMT 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