├── .gitattributes ├── .gitignore ├── 01_dataprep.ipynb ├── 02_modelling_neighbours.ipynb ├── 03_modelling_latent_factors.ipynb ├── 04_results_data_and_predictions.ipynb ├── README.md ├── bgg_data_func.py ├── bgg_model_func.py ├── charts ├── recomm_1.png ├── recomm_2.png ├── users_by_average_ratings.png └── users_by_number_of_ratings.png ├── data_input ├── games_100_summary.csv └── games_40_summary.csv ├── game_name_converter.py ├── games_master_list.csv ├── recomm_func.py └── results ├── kNN_baseline_als_scores.csv ├── kNN_baseline_sgd_scores.csv ├── kNN_scores.csv ├── top_10_similar_games_MSD.csv ├── top_10_similar_games_cosine.csv └── top_10_similar_games_pearson.csv /.gitattributes: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MatePocs/boardgame_recommendation/HEAD/.gitattributes -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MatePocs/boardgame_recommendation/HEAD/.gitignore -------------------------------------------------------------------------------- /01_dataprep.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MatePocs/boardgame_recommendation/HEAD/01_dataprep.ipynb -------------------------------------------------------------------------------- /02_modelling_neighbours.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MatePocs/boardgame_recommendation/HEAD/02_modelling_neighbours.ipynb -------------------------------------------------------------------------------- /03_modelling_latent_factors.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MatePocs/boardgame_recommendation/HEAD/03_modelling_latent_factors.ipynb -------------------------------------------------------------------------------- /04_results_data_and_predictions.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MatePocs/boardgame_recommendation/HEAD/04_results_data_and_predictions.ipynb -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MatePocs/boardgame_recommendation/HEAD/README.md -------------------------------------------------------------------------------- /bgg_data_func.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MatePocs/boardgame_recommendation/HEAD/bgg_data_func.py -------------------------------------------------------------------------------- /bgg_model_func.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MatePocs/boardgame_recommendation/HEAD/bgg_model_func.py -------------------------------------------------------------------------------- /charts/recomm_1.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MatePocs/boardgame_recommendation/HEAD/charts/recomm_1.png -------------------------------------------------------------------------------- /charts/recomm_2.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MatePocs/boardgame_recommendation/HEAD/charts/recomm_2.png -------------------------------------------------------------------------------- /charts/users_by_average_ratings.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MatePocs/boardgame_recommendation/HEAD/charts/users_by_average_ratings.png -------------------------------------------------------------------------------- /charts/users_by_number_of_ratings.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MatePocs/boardgame_recommendation/HEAD/charts/users_by_number_of_ratings.png -------------------------------------------------------------------------------- /data_input/games_100_summary.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MatePocs/boardgame_recommendation/HEAD/data_input/games_100_summary.csv -------------------------------------------------------------------------------- /data_input/games_40_summary.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MatePocs/boardgame_recommendation/HEAD/data_input/games_40_summary.csv -------------------------------------------------------------------------------- /game_name_converter.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MatePocs/boardgame_recommendation/HEAD/game_name_converter.py -------------------------------------------------------------------------------- /games_master_list.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MatePocs/boardgame_recommendation/HEAD/games_master_list.csv -------------------------------------------------------------------------------- /recomm_func.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MatePocs/boardgame_recommendation/HEAD/recomm_func.py -------------------------------------------------------------------------------- /results/kNN_baseline_als_scores.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MatePocs/boardgame_recommendation/HEAD/results/kNN_baseline_als_scores.csv -------------------------------------------------------------------------------- /results/kNN_baseline_sgd_scores.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MatePocs/boardgame_recommendation/HEAD/results/kNN_baseline_sgd_scores.csv -------------------------------------------------------------------------------- /results/kNN_scores.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MatePocs/boardgame_recommendation/HEAD/results/kNN_scores.csv -------------------------------------------------------------------------------- /results/top_10_similar_games_MSD.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MatePocs/boardgame_recommendation/HEAD/results/top_10_similar_games_MSD.csv -------------------------------------------------------------------------------- /results/top_10_similar_games_cosine.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MatePocs/boardgame_recommendation/HEAD/results/top_10_similar_games_cosine.csv -------------------------------------------------------------------------------- /results/top_10_similar_games_pearson.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MatePocs/boardgame_recommendation/HEAD/results/top_10_similar_games_pearson.csv --------------------------------------------------------------------------------