ml.md

机器学习经典模型

                   

ID	title
1	Factorization Machines(fm)
2	Factorization Machines with libfm(fm 优化)
3	Field-aware Factorization Machines for CTR Prediction(ffm)
4	XGBoost: A Scalable Tree Boosting System
5	Practical Lessons from Predicting Clicks on Ads at Facebook(gbdt+lr)
6	Follow-the-Regularized-Leader and Mirror Descent: Equivalence Theorems and L1 Regularization(ftrl)  Ad Click Prediction: a View from the Trenches(ftrl工程实现)

推荐系统

     

ID	title
1	Deep Neural Networks for YouTube Recommendations 用深度学习（DNN）构建推荐系统 - Deep Neural Networks for YouTube Recommendations论文精读

NLP

     

ID	title
1	Distributed Representations of Words and Phrases and their Compositionality(word2vec)