[ { "AUC": 0.8715, "Log Loss": 0.02618, "code_links": [ { "title": "shenweichen/DeepCTR", "url": "https://github.com/shenweichen/DeepCTR" }, { "title": "shenweichen/DeepCTR-PyTorch", "url": "https://github.com/shenweichen/DeepCTR-PyTorch" }, { "title": "Leavingseason/OpenLearning4DeepRecsys", "url": "https://github.com/Leavingseason/OpenLearning4DeepRecsys" }, { "title": "JianzhouZhan/Awesome-RecSystem-Models", "url": "https://github.com/JianzhouZhan/Awesome-RecSystem-Models" }, { "title": "DataCanvasIO/DeepTables", "url": "https://github.com/DataCanvasIO/DeepTables" }, { "title": "GitHub-HongweiZhang/prediction-flow", "url": "https://github.com/GitHub-HongweiZhang/prediction-flow" }, { "title": "massquantity/LibRecommender", "url": "https://github.com/massquantity/LibRecommender" }, { "title": "shiwang0211/kdd_cup_2019", "url": "https://github.com/shiwang0211/kdd_cup_2019" }, { "title": "meabhishekkumar/iith_session_2020", "url": "https://github.com/meabhishekkumar/iith_session_2020" }, { "title": "objectc/DeepFM", "url": "https://github.com/objectc/DeepFM" } ], "date": "2017-03-13", "date2": 20170313, "model": "DeepFM", "paper": { "title": "DeepFM: A Factorization-Machine based Neural Network for CTR Prediction", "url": "https://cknow.io/lib/66874ba54b13ab23" }, "paper_data_uoa": "66874ba54b13ab23" }, { "AUC": 0.8673, "Log Loss": 0.02634, "code_links": [ { "title": "shenweichen/DeepCTR", "url": "https://github.com/shenweichen/DeepCTR" }, { "title": "shenweichen/DeepCTR-PyTorch", "url": "https://github.com/shenweichen/DeepCTR-PyTorch" }, { "title": "GitHub-HongweiZhang/prediction-flow", "url": "https://github.com/GitHub-HongweiZhang/prediction-flow" }, { "title": "deepakshankar94/Movie-Recommendation-System", "url": "https://github.com/deepakshankar94/Movie-Recommendation-System" }, { "title": "krisjin/tiger-kg", "url": "https://github.com/krisjin/tiger-kg" }, { "title": "meabhishekkumar/iith_session_2020", "url": "https://github.com/meabhishekkumar/iith_session_2020" }, { "title": "deepakshankar94/Exploring-DL-based-Recommendation-Systems", "url": "https://github.com/deepakshankar94/Exploring-DL-based-Recommendation-Systems" }, { "title": "floraxhuang/Movie-Recommendation-System", "url": "https://github.com/floraxhuang/Movie-Recommendation-System" }, { "title": "aj9011/Wide-and-Deep-Demand-Forecasting", "url": "https://github.com/aj9011/Wide-and-Deep-Demand-Forecasting" }, { "title": "aj9011/Wide-and-Deep", "url": "https://github.com/aj9011/Wide-and-Deep" }, { "title": "pollyyu/Final_Project_MachineLearning_in_TensorFlow_Berkeley", "url": "https://github.com/pollyyu/Final_Project_MachineLearning_in_TensorFlow_Berkeley" }, { "title": "wuyifat/DeepLearningBookQA", "url": "https://github.com/wuyifat/DeepLearningBookQA" }, { "title": "jsleroux/Recommender-Systems", "url": "https://github.com/jsleroux/Recommender-Systems" }, { "title": "qmonmous/pySpark-X-RecommenderSys--intro", "url": "https://github.com/qmonmous/pySpark-X-RecommenderSys--intro" }, { "title": "qmonmous/BigData-X-Python", "url": "https://github.com/qmonmous/BigData-X-Python" }, { "title": "alsoj/Recommenders-movielens", "url": "https://github.com/alsoj/Recommenders-movielens" }, { "title": "JianhuanZeng/Elo-Merchant-Category-Recommendation", "url": "https://github.com/JianhuanZeng/Elo-Merchant-Category-Recommendation" } ], "date": "2016-06-24", "date2": 20160624, "model": "Wide & Deep (LR & DNN)", "paper": { "title": "Wide & Deep Learning for Recommender Systems", "url": "https://cknow.io/lib/8e43198dd33f9a8e" }, "paper_data_uoa": "8e43198dd33f9a8e" }, { "AUC": 0.8661, "Log Loss": 0.0264, "code_links": [ { "title": "shenweichen/DeepCTR", "url": "https://github.com/shenweichen/DeepCTR" }, { "title": "shenweichen/DeepCTR-PyTorch", "url": "https://github.com/shenweichen/DeepCTR-PyTorch" }, { "title": "GitHub-HongweiZhang/prediction-flow", "url": "https://github.com/GitHub-HongweiZhang/prediction-flow" }, { "title": "deepakshankar94/Movie-Recommendation-System", "url": "https://github.com/deepakshankar94/Movie-Recommendation-System" }, { "title": "krisjin/tiger-kg", "url": "https://github.com/krisjin/tiger-kg" }, { "title": "meabhishekkumar/iith_session_2020", "url": "https://github.com/meabhishekkumar/iith_session_2020" }, { "title": "deepakshankar94/Exploring-DL-based-Recommendation-Systems", "url": "https://github.com/deepakshankar94/Exploring-DL-based-Recommendation-Systems" }, { "title": "floraxhuang/Movie-Recommendation-System", "url": "https://github.com/floraxhuang/Movie-Recommendation-System" }, { "title": "aj9011/Wide-and-Deep-Demand-Forecasting", "url": "https://github.com/aj9011/Wide-and-Deep-Demand-Forecasting" }, { "title": "aj9011/Wide-and-Deep", "url": "https://github.com/aj9011/Wide-and-Deep" }, { "title": "pollyyu/Final_Project_MachineLearning_in_TensorFlow_Berkeley", "url": "https://github.com/pollyyu/Final_Project_MachineLearning_in_TensorFlow_Berkeley" }, { "title": "wuyifat/DeepLearningBookQA", "url": "https://github.com/wuyifat/DeepLearningBookQA" }, { "title": "jsleroux/Recommender-Systems", "url": "https://github.com/jsleroux/Recommender-Systems" }, { "title": "qmonmous/pySpark-X-RecommenderSys--intro", "url": "https://github.com/qmonmous/pySpark-X-RecommenderSys--intro" }, { "title": "qmonmous/BigData-X-Python", "url": "https://github.com/qmonmous/BigData-X-Python" }, { "title": "alsoj/Recommenders-movielens", "url": "https://github.com/alsoj/Recommenders-movielens" }, { "title": "JianhuanZeng/Elo-Merchant-Category-Recommendation", "url": "https://github.com/JianhuanZeng/Elo-Merchant-Category-Recommendation" } ], "date": "2016-06-24", "date2": 20160624, "model": "Wide & Deep (FM & DNN)", "paper": { "title": "Wide & Deep Learning for Recommender Systems", "url": "https://cknow.io/lib/8e43198dd33f9a8e" }, "paper_data_uoa": "8e43198dd33f9a8e" } ]