├── .gitignore ├── LICENSE ├── README.md ├── conf ├── config.yaml └── hyper_params.yaml ├── requirements.txt └── src ├── __init__.py ├── evaluate ├── evaluator.py └── metrics.py ├── main.py ├── models ├── expomf.py └── recommenders.py ├── preprocess └── preprocessor.py ├── preprocess_datasets.py ├── summarize_results.py └── trainer.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/usaito/unbiased-pairwise-rec/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/usaito/unbiased-pairwise-rec/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/usaito/unbiased-pairwise-rec/HEAD/README.md -------------------------------------------------------------------------------- /conf/config.yaml: -------------------------------------------------------------------------------- 1 | eta: 0.001 2 | batch_size: 256 3 | max_iters: 10 4 | -------------------------------------------------------------------------------- /conf/hyper_params.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/usaito/unbiased-pairwise-rec/HEAD/conf/hyper_params.yaml -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/usaito/unbiased-pairwise-rec/HEAD/requirements.txt -------------------------------------------------------------------------------- /src/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /src/evaluate/evaluator.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/usaito/unbiased-pairwise-rec/HEAD/src/evaluate/evaluator.py -------------------------------------------------------------------------------- /src/evaluate/metrics.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/usaito/unbiased-pairwise-rec/HEAD/src/evaluate/metrics.py -------------------------------------------------------------------------------- /src/main.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/usaito/unbiased-pairwise-rec/HEAD/src/main.py -------------------------------------------------------------------------------- /src/models/expomf.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/usaito/unbiased-pairwise-rec/HEAD/src/models/expomf.py -------------------------------------------------------------------------------- /src/models/recommenders.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/usaito/unbiased-pairwise-rec/HEAD/src/models/recommenders.py -------------------------------------------------------------------------------- /src/preprocess/preprocessor.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/usaito/unbiased-pairwise-rec/HEAD/src/preprocess/preprocessor.py -------------------------------------------------------------------------------- /src/preprocess_datasets.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/usaito/unbiased-pairwise-rec/HEAD/src/preprocess_datasets.py -------------------------------------------------------------------------------- /src/summarize_results.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/usaito/unbiased-pairwise-rec/HEAD/src/summarize_results.py -------------------------------------------------------------------------------- /src/trainer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/usaito/unbiased-pairwise-rec/HEAD/src/trainer.py --------------------------------------------------------------------------------