├── README.md ├── main.py ├── model ├── AFM.py ├── DCN.py ├── DIN.py ├── DeepFM.py ├── FNN.py ├── NFM.py ├── PNN.py └── __init__.py └── utils ├── __init__.py ├── __pycache__ ├── __init__.cpython-36.pyc └── data_preprocess.cpython-36.pyc ├── common.py ├── data_preprocess.py ├── sample.py └── split_train.py /README.md: -------------------------------------------------------------------------------- 1 | # dnn_ctr 2 | The framework to deal with ctr problem 3 | -------------------------------------------------------------------------------- /main.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/univeryinli/recommender-system-pytorch/HEAD/main.py -------------------------------------------------------------------------------- /model/AFM.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/univeryinli/recommender-system-pytorch/HEAD/model/AFM.py -------------------------------------------------------------------------------- /model/DCN.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/univeryinli/recommender-system-pytorch/HEAD/model/DCN.py -------------------------------------------------------------------------------- /model/DIN.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/univeryinli/recommender-system-pytorch/HEAD/model/DIN.py -------------------------------------------------------------------------------- /model/DeepFM.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/univeryinli/recommender-system-pytorch/HEAD/model/DeepFM.py -------------------------------------------------------------------------------- /model/FNN.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/univeryinli/recommender-system-pytorch/HEAD/model/FNN.py -------------------------------------------------------------------------------- /model/NFM.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/univeryinli/recommender-system-pytorch/HEAD/model/NFM.py -------------------------------------------------------------------------------- /model/PNN.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/univeryinli/recommender-system-pytorch/HEAD/model/PNN.py -------------------------------------------------------------------------------- /model/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /utils/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /utils/__pycache__/__init__.cpython-36.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/univeryinli/recommender-system-pytorch/HEAD/utils/__pycache__/__init__.cpython-36.pyc -------------------------------------------------------------------------------- /utils/__pycache__/data_preprocess.cpython-36.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/univeryinli/recommender-system-pytorch/HEAD/utils/__pycache__/data_preprocess.cpython-36.pyc -------------------------------------------------------------------------------- /utils/common.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /utils/data_preprocess.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/univeryinli/recommender-system-pytorch/HEAD/utils/data_preprocess.py -------------------------------------------------------------------------------- /utils/sample.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/univeryinli/recommender-system-pytorch/HEAD/utils/sample.py -------------------------------------------------------------------------------- /utils/split_train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/univeryinli/recommender-system-pytorch/HEAD/utils/split_train.py --------------------------------------------------------------------------------