├── Factorization_Machine ├── FM.py ├── all.wmf ├── data │ ├── diabetes_test.txt │ └── diabetes_train.txt ├── rr.gif └── rr2.gif ├── Inverted_index └── invert_indexx.py ├── README.md ├── collaborative_filtering ├── ItemCF │ ├── item_book.txt │ └── main.py └── UserCF │ ├── cf.gif │ └── cf.py ├── ctr_fm_ffm ├── FFM.py ├── FM.py └── LR.py ├── deepfm_recomend ├── __pycache__ │ ├── deepfm.cpython-38.pyc │ ├── feature.cpython-38.pyc │ ├── feature_column.cpython-38.pyc │ ├── inputs.cpython-38.pyc │ └── inputs1.cpython-38.pyc ├── activation.py ├── core.py ├── criteo_sample.txt ├── deepfm.png ├── deepfm_main.py ├── feature.py ├── inputs.py ├── inputs1.py ├── interaction.py ├── layers │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-38.pyc │ │ ├── activation.cpython-38.pyc │ │ ├── core.cpython-38.pyc │ │ ├── interaction.cpython-38.pyc │ │ ├── normalization.cpython-38.pyc │ │ ├── sequence.cpython-38.pyc │ │ └── utils.cpython-38.pyc │ ├── activation.py │ ├── contrib │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-38.pyc │ │ │ ├── rnn_v2.cpython-38.pyc │ │ │ └── utils.cpython-38.pyc │ │ ├── rnn.py │ │ ├── rnn_v2.py │ │ └── utils.py │ ├── core.py │ ├── interaction.py │ ├── normalization.py │ ├── sequence.py │ ├── untitled17.py │ └── utils.py ├── run_classification_criteo.py ├── temp │ └── deepfm.py ├── xdeepfm.png └── xdeepfm_main.py ├── ffm ├── .gitignore ├── ffm.py ├── ffm_test.py ├── logistic.py ├── readme.md ├── singleton.py ├── train.txt └── valid.txt ├── gbdt_source ├── GBDTReg.py ├── README.txt ├── __pycache__ │ └── GBDTReg.cpython-37.pyc ├── gbdt_demo.py └── testGBDT.py ├── item_book.txt ├── logstic ├── lf1000.gif ├── logstic.py └── testSet.txt ├── main.py ├── other ├── DeepFM-Keras-master │ ├── README.md │ ├── data │ │ └── README.md │ └── keras_FM.py ├── deep_and_wide_keras │ └── wide_and_deep_keras.py ├── deepfm │ ├── DeepFM.py │ ├── data │ │ ├── README.md │ │ ├── test.csv │ │ └── train.csv │ └── 广告预估CTR系列--DeepFM模型架构图--实现篇.jpg └── svd │ ├── README.md │ ├── algorithm │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-37.pyc │ │ └── estimator.cpython-37.pyc │ ├── dnn │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-37.pyc │ │ │ └── neumf.cpython-37.pyc │ │ └── neumf.py │ ├── estimator.py │ ├── mf │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-37.pyc │ │ │ ├── baseline.cpython-37.pyc │ │ │ ├── explicit_als.cpython-37.pyc │ │ │ ├── implicit_als.cpython-37.pyc │ │ │ ├── svd.cpython-37.pyc │ │ │ └── svdpp.cpython-37.pyc │ │ ├── baseline.py │ │ ├── explicit_als.py │ │ ├── implicit_als.py │ │ ├── svd.py │ │ └── svdpp.py │ └── neighborhood │ │ ├── __init__.py │ │ ├── __init__.pyc │ │ ├── __pycache__ │ │ ├── __init__.cpython-37.pyc │ │ ├── itemcf.cpython-37.pyc │ │ └── slop_one.cpython-37.pyc │ │ ├── itemcf.py │ │ ├── itemcf.pyc │ │ ├── slop_one.py │ │ └── slop_one.pyc │ ├── data │ └── ml-100k │ │ └── u.data │ ├── main.py │ ├── tests │ ├── __init__.py │ └── algorithm_test.py │ └── 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