├── NCF_validation.py ├── PGM_full.png ├── README.md ├── acgan ├── __init__.py ├── data.py ├── eval.py ├── module.py ├── py.typed └── recommender.py ├── data ├── books │ └── book_data.py ├── lastfm │ └── lastfm.py ├── ml-1m │ └── ml_1m.py └── ncf_data.tar.gz ├── example.sh ├── full_paper.pdf ├── ncf_utils.py ├── py.typed ├── robust_simulation.py ├── run.py ├── setup.py ├── simulation.py ├── train_on_real.py └── train_on_simulation.py /NCF_validation.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StatsDLMathsRecomSys/Adversarial-Counterfactual-Learning-and-Evaluation-for-Recommender-System/HEAD/NCF_validation.py -------------------------------------------------------------------------------- /PGM_full.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StatsDLMathsRecomSys/Adversarial-Counterfactual-Learning-and-Evaluation-for-Recommender-System/HEAD/PGM_full.png -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StatsDLMathsRecomSys/Adversarial-Counterfactual-Learning-and-Evaluation-for-Recommender-System/HEAD/README.md -------------------------------------------------------------------------------- /acgan/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /acgan/data.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StatsDLMathsRecomSys/Adversarial-Counterfactual-Learning-and-Evaluation-for-Recommender-System/HEAD/acgan/data.py -------------------------------------------------------------------------------- /acgan/eval.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StatsDLMathsRecomSys/Adversarial-Counterfactual-Learning-and-Evaluation-for-Recommender-System/HEAD/acgan/eval.py -------------------------------------------------------------------------------- /acgan/module.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StatsDLMathsRecomSys/Adversarial-Counterfactual-Learning-and-Evaluation-for-Recommender-System/HEAD/acgan/module.py -------------------------------------------------------------------------------- /acgan/py.typed: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /acgan/recommender.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StatsDLMathsRecomSys/Adversarial-Counterfactual-Learning-and-Evaluation-for-Recommender-System/HEAD/acgan/recommender.py -------------------------------------------------------------------------------- /data/books/book_data.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StatsDLMathsRecomSys/Adversarial-Counterfactual-Learning-and-Evaluation-for-Recommender-System/HEAD/data/books/book_data.py -------------------------------------------------------------------------------- /data/lastfm/lastfm.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StatsDLMathsRecomSys/Adversarial-Counterfactual-Learning-and-Evaluation-for-Recommender-System/HEAD/data/lastfm/lastfm.py -------------------------------------------------------------------------------- /data/ml-1m/ml_1m.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StatsDLMathsRecomSys/Adversarial-Counterfactual-Learning-and-Evaluation-for-Recommender-System/HEAD/data/ml-1m/ml_1m.py -------------------------------------------------------------------------------- /data/ncf_data.tar.gz: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StatsDLMathsRecomSys/Adversarial-Counterfactual-Learning-and-Evaluation-for-Recommender-System/HEAD/data/ncf_data.tar.gz -------------------------------------------------------------------------------- /example.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StatsDLMathsRecomSys/Adversarial-Counterfactual-Learning-and-Evaluation-for-Recommender-System/HEAD/example.sh -------------------------------------------------------------------------------- /full_paper.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StatsDLMathsRecomSys/Adversarial-Counterfactual-Learning-and-Evaluation-for-Recommender-System/HEAD/full_paper.pdf -------------------------------------------------------------------------------- /ncf_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StatsDLMathsRecomSys/Adversarial-Counterfactual-Learning-and-Evaluation-for-Recommender-System/HEAD/ncf_utils.py -------------------------------------------------------------------------------- /py.typed: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /robust_simulation.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StatsDLMathsRecomSys/Adversarial-Counterfactual-Learning-and-Evaluation-for-Recommender-System/HEAD/robust_simulation.py -------------------------------------------------------------------------------- /run.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StatsDLMathsRecomSys/Adversarial-Counterfactual-Learning-and-Evaluation-for-Recommender-System/HEAD/run.py -------------------------------------------------------------------------------- /setup.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StatsDLMathsRecomSys/Adversarial-Counterfactual-Learning-and-Evaluation-for-Recommender-System/HEAD/setup.py -------------------------------------------------------------------------------- /simulation.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StatsDLMathsRecomSys/Adversarial-Counterfactual-Learning-and-Evaluation-for-Recommender-System/HEAD/simulation.py -------------------------------------------------------------------------------- /train_on_real.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StatsDLMathsRecomSys/Adversarial-Counterfactual-Learning-and-Evaluation-for-Recommender-System/HEAD/train_on_real.py -------------------------------------------------------------------------------- /train_on_simulation.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/StatsDLMathsRecomSys/Adversarial-Counterfactual-Learning-and-Evaluation-for-Recommender-System/HEAD/train_on_simulation.py --------------------------------------------------------------------------------