├── .github └── workflows │ ├── publish.yml │ └── tests.yml ├── .gitignore ├── .readthedocs.yaml ├── CODE_OF_CONDUCT.md ├── CONTRIBUTING.md ├── LICENSE ├── MANIFEST.in ├── README.md ├── README_zh.md ├── asserts ├── Feature Configuration.png ├── Model Parameters.png ├── Training Configuration.png ├── Training logs.png ├── logo.png ├── mmoe_tutorial.png ├── nextrec_diagram_en.png ├── nextrec_diagram_zh.png └── test data.png ├── dataset ├── ctcvr_task.csv ├── match_task.csv ├── movielens_100k.csv ├── multitask_task.csv └── ranking_task.csv ├── docs ├── en │ └── Getting started guide.md ├── rtd │ ├── Makefile │ ├── conf.py │ ├── index.md │ ├── make.bat │ ├── modules.rst │ ├── nextrec.basic.rst │ ├── nextrec.data.rst │ ├── nextrec.loss.rst │ ├── nextrec.rst │ ├── nextrec.utils.rst │ └── requirements.txt └── zh │ └── 快速上手.md ├── nextrec ├── __init__.py ├── __version__.py ├── basic │ ├── __init__.py │ ├── activation.py │ ├── callback.py │ ├── features.py │ ├── layers.py │ ├── loggers.py │ ├── metrics.py │ ├── model.py │ └── session.py ├── data │ ├── __init__.py │ ├── batch_utils.py │ ├── data_processing.py │ ├── data_utils.py │ ├── dataloader.py │ └── preprocessor.py ├── loss │ ├── __init__.py │ ├── listwise.py │ ├── loss_utils.py │ ├── pairwise.py │ └── pointwise.py ├── models │ ├── generative │ │ ├── __init__.py │ │ ├── hstu.py │ │ └── tiger.py │ ├── match │ │ ├── __init__.py │ │ ├── dssm.py │ │ ├── dssm_v2.py │ │ ├── mind.py │ │ ├── sdm.py │ │ └── youtube_dnn.py │ ├── multi_task │ │ ├── __init__.py │ │ ├── esmm.py │ │ ├── mmoe.py │ │ ├── ple.py │ │ ├── poso.py │ │ └── share_bottom.py │ └── ranking │ │ ├── __init__.py │ │ ├── afm.py │ │ ├── autoint.py │ │ ├── dcn.py │ │ ├── dcn_v2.py │ │ ├── deepfm.py │ │ ├── dien.py │ │ ├── din.py │ │ ├── fibinet.py │ │ ├── fm.py │ │ ├── masknet.py │ │ ├── pnn.py │ │ ├── widedeep.py │ │ └── xdeepfm.py └── utils │ ├── __init__.py │ ├── device.py │ ├── embedding.py │ ├── feature.py │ ├── file.py │ ├── initializer.py │ ├── model.py │ ├── optimizer.py │ └── tensor.py ├── pyproject.toml ├── pytest.ini ├── requirements.txt ├── test ├── __init__.py ├── conftest.py ├── run_tests.py ├── test_layers.py ├── test_losses.py ├── test_match_models.py ├── test_multitask_models.py ├── test_preprocessor.py ├── test_ranking_models.py └── test_utils.py ├── test_requirements.txt └── tutorials ├── example_match_dssm.py ├── example_multitask.py ├── example_ranking_din.py ├── movielen_match_dssm.py ├── movielen_ranking_deepfm.py ├── notebooks ├── en │ ├── Hands on dataprocessor.ipynb │ └── Hands on nextrec.ipynb └── zh │ ├── Hands on dataprocessor.ipynb │ └── Hands on nextrec.ipynb └── run_all_tutorials.py /.github/workflows/publish.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zerolovesea/NextRec/HEAD/.github/workflows/publish.yml -------------------------------------------------------------------------------- /.github/workflows/tests.yml: 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