Machine Learning - nimrody/knowledgebase GitHub Wiki Neural networks The unreasonable effectiveness of recurrent neural networks Checklist for debugging neural networks Reinforcement learning http://www.incompleteideas.net/ Books Foundations of data science Data8 - foundations of data science Reinforcement learning Advanced data analysis from elementry point of view Examples A self-driving toy car using end-to-end learning Resources Reinforcement learning book Hinton Resources MCMC Berkeley Combinatorial Algorithms course Stanford Statistical Learning Statistical tests in R Stanford Andrew Ng Machine learning and Problem set Scalable data science and exercises solutions XGBoost - Gradient boosting Awesome XGBoost Introduction to XGboost Feature Union with Heterogeneous Data Sources Class imbalance Machine Learning from Imbalanced classes Handling imbalanced datasets - a review On the class imbalance problem RUSBoost Packages for doing imbalanced binary classification Class imbalance problem Tensorflow tutorials - autoencoders, etc. tensorflow workshop TinyGrad - a simpler PyTorch tinygrad Related Information geometry