├── CTR └── FactorMachine │ ├── README.md │ ├── code │ ├── dataset.py │ ├── main.py │ ├── model.py │ ├── preprocess.py │ └── session.py │ ├── data │ └── movielens-1m │ │ └── raw │ │ ├── README │ │ ├── movies.dat │ │ ├── ratings.dat │ │ └── users.dat │ └── utility │ ├── __init__.py │ ├── decorate.py │ └── parser.py ├── CollaborativeFilterGCN ├── README.md ├── codes │ ├── __init__.py │ ├── dataset.py │ └── performance.py ├── data │ ├── amazon_book │ │ └── raw │ │ │ ├── test.txt │ │ │ └── train.txt │ ├── gowalla │ │ └── raw │ │ │ ├── test.txt │ │ │ └── train.txt │ └── preprocess.py ├── graph │ ├── __init__.py │ └── graph.py ├── layer │ ├── __init__.py │ ├── bprmf.py │ ├── lightgcn.py │ ├── lrgccf.py │ └── ngcf.py ├── log │ ├── bprmf.txt │ ├── lightgcn.txt │ ├── lrgccf.txt │ └── ngcf.txt ├── main │ ├── train_bprmf.py │ ├── train_lightgcn.py │ ├── train_lrgccf.py │ └── train_ngcf.py ├── session │ ├── __init__.py │ └── run.py └── utility │ ├── __init__.py │ ├── decorate.py │ ├── helper.py │ └── metrics.py └── README.md /CTR/FactorMachine/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ivanchiao/RecommendSystemExperiment/HEAD/CTR/FactorMachine/README.md -------------------------------------------------------------------------------- /CTR/FactorMachine/code/dataset.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ivanchiao/RecommendSystemExperiment/HEAD/CTR/FactorMachine/code/dataset.py -------------------------------------------------------------------------------- /CTR/FactorMachine/code/main.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ivanchiao/RecommendSystemExperiment/HEAD/CTR/FactorMachine/code/main.py -------------------------------------------------------------------------------- /CTR/FactorMachine/code/model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ivanchiao/RecommendSystemExperiment/HEAD/CTR/FactorMachine/code/model.py -------------------------------------------------------------------------------- /CTR/FactorMachine/code/preprocess.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ivanchiao/RecommendSystemExperiment/HEAD/CTR/FactorMachine/code/preprocess.py -------------------------------------------------------------------------------- /CTR/FactorMachine/code/session.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ivanchiao/RecommendSystemExperiment/HEAD/CTR/FactorMachine/code/session.py -------------------------------------------------------------------------------- /CTR/FactorMachine/data/movielens-1m/raw/README: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ivanchiao/RecommendSystemExperiment/HEAD/CTR/FactorMachine/data/movielens-1m/raw/README -------------------------------------------------------------------------------- /CTR/FactorMachine/data/movielens-1m/raw/movies.dat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ivanchiao/RecommendSystemExperiment/HEAD/CTR/FactorMachine/data/movielens-1m/raw/movies.dat -------------------------------------------------------------------------------- /CTR/FactorMachine/data/movielens-1m/raw/ratings.dat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ivanchiao/RecommendSystemExperiment/HEAD/CTR/FactorMachine/data/movielens-1m/raw/ratings.dat -------------------------------------------------------------------------------- /CTR/FactorMachine/data/movielens-1m/raw/users.dat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ivanchiao/RecommendSystemExperiment/HEAD/CTR/FactorMachine/data/movielens-1m/raw/users.dat -------------------------------------------------------------------------------- /CTR/FactorMachine/utility/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /CTR/FactorMachine/utility/decorate.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ivanchiao/RecommendSystemExperiment/HEAD/CTR/FactorMachine/utility/decorate.py -------------------------------------------------------------------------------- /CTR/FactorMachine/utility/parser.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ivanchiao/RecommendSystemExperiment/HEAD/CTR/FactorMachine/utility/parser.py -------------------------------------------------------------------------------- /CollaborativeFilterGCN/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ivanchiao/RecommendSystemExperiment/HEAD/CollaborativeFilterGCN/README.md -------------------------------------------------------------------------------- /CollaborativeFilterGCN/codes/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /CollaborativeFilterGCN/codes/dataset.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ivanchiao/RecommendSystemExperiment/HEAD/CollaborativeFilterGCN/codes/dataset.py -------------------------------------------------------------------------------- /CollaborativeFilterGCN/codes/performance.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ivanchiao/RecommendSystemExperiment/HEAD/CollaborativeFilterGCN/codes/performance.py -------------------------------------------------------------------------------- /CollaborativeFilterGCN/data/amazon_book/raw/test.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ivanchiao/RecommendSystemExperiment/HEAD/CollaborativeFilterGCN/data/amazon_book/raw/test.txt -------------------------------------------------------------------------------- /CollaborativeFilterGCN/data/amazon_book/raw/train.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ivanchiao/RecommendSystemExperiment/HEAD/CollaborativeFilterGCN/data/amazon_book/raw/train.txt -------------------------------------------------------------------------------- /CollaborativeFilterGCN/data/gowalla/raw/test.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ivanchiao/RecommendSystemExperiment/HEAD/CollaborativeFilterGCN/data/gowalla/raw/test.txt -------------------------------------------------------------------------------- /CollaborativeFilterGCN/data/gowalla/raw/train.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ivanchiao/RecommendSystemExperiment/HEAD/CollaborativeFilterGCN/data/gowalla/raw/train.txt -------------------------------------------------------------------------------- /CollaborativeFilterGCN/data/preprocess.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ivanchiao/RecommendSystemExperiment/HEAD/CollaborativeFilterGCN/data/preprocess.py -------------------------------------------------------------------------------- /CollaborativeFilterGCN/graph/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /CollaborativeFilterGCN/graph/graph.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ivanchiao/RecommendSystemExperiment/HEAD/CollaborativeFilterGCN/graph/graph.py -------------------------------------------------------------------------------- /CollaborativeFilterGCN/layer/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /CollaborativeFilterGCN/layer/bprmf.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ivanchiao/RecommendSystemExperiment/HEAD/CollaborativeFilterGCN/layer/bprmf.py -------------------------------------------------------------------------------- /CollaborativeFilterGCN/layer/lightgcn.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ivanchiao/RecommendSystemExperiment/HEAD/CollaborativeFilterGCN/layer/lightgcn.py -------------------------------------------------------------------------------- /CollaborativeFilterGCN/layer/lrgccf.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ivanchiao/RecommendSystemExperiment/HEAD/CollaborativeFilterGCN/layer/lrgccf.py -------------------------------------------------------------------------------- /CollaborativeFilterGCN/layer/ngcf.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ivanchiao/RecommendSystemExperiment/HEAD/CollaborativeFilterGCN/layer/ngcf.py -------------------------------------------------------------------------------- /CollaborativeFilterGCN/log/bprmf.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ivanchiao/RecommendSystemExperiment/HEAD/CollaborativeFilterGCN/log/bprmf.txt -------------------------------------------------------------------------------- /CollaborativeFilterGCN/log/lightgcn.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ivanchiao/RecommendSystemExperiment/HEAD/CollaborativeFilterGCN/log/lightgcn.txt -------------------------------------------------------------------------------- /CollaborativeFilterGCN/log/lrgccf.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ivanchiao/RecommendSystemExperiment/HEAD/CollaborativeFilterGCN/log/lrgccf.txt -------------------------------------------------------------------------------- /CollaborativeFilterGCN/log/ngcf.txt: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /CollaborativeFilterGCN/main/train_bprmf.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ivanchiao/RecommendSystemExperiment/HEAD/CollaborativeFilterGCN/main/train_bprmf.py -------------------------------------------------------------------------------- /CollaborativeFilterGCN/main/train_lightgcn.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ivanchiao/RecommendSystemExperiment/HEAD/CollaborativeFilterGCN/main/train_lightgcn.py -------------------------------------------------------------------------------- /CollaborativeFilterGCN/main/train_lrgccf.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ivanchiao/RecommendSystemExperiment/HEAD/CollaborativeFilterGCN/main/train_lrgccf.py -------------------------------------------------------------------------------- /CollaborativeFilterGCN/main/train_ngcf.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ivanchiao/RecommendSystemExperiment/HEAD/CollaborativeFilterGCN/main/train_ngcf.py -------------------------------------------------------------------------------- /CollaborativeFilterGCN/session/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /CollaborativeFilterGCN/session/run.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ivanchiao/RecommendSystemExperiment/HEAD/CollaborativeFilterGCN/session/run.py -------------------------------------------------------------------------------- /CollaborativeFilterGCN/utility/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /CollaborativeFilterGCN/utility/decorate.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ivanchiao/RecommendSystemExperiment/HEAD/CollaborativeFilterGCN/utility/decorate.py -------------------------------------------------------------------------------- /CollaborativeFilterGCN/utility/helper.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ivanchiao/RecommendSystemExperiment/HEAD/CollaborativeFilterGCN/utility/helper.py -------------------------------------------------------------------------------- /CollaborativeFilterGCN/utility/metrics.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ivanchiao/RecommendSystemExperiment/HEAD/CollaborativeFilterGCN/utility/metrics.py -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ivanchiao/RecommendSystemExperiment/HEAD/README.md --------------------------------------------------------------------------------