Multi-thread implementation of Factorization Machines with FTRL for binary-class classification problem.

FTRL-Proximal with python bindings

Santander Value Prediction Kaggle Challenge (2018)

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow

Map Reduce example for Hadoop in Python based on Udacity: Intro to Hadoop and MapReduce

Materials for an online-course - "Practical XGBoost in Python"

Our own implementation of Neural Message Passing for Computer Vision paper

scikit-learn: machine learning in Python

Murphy's Machine Learning: A Probabilistic Perspective Errata (4th and later printings)

Build environment and train a robot arm from scratch (Reinforcement Learning)

Python code for "Probabilistic Machine learning" book by Kevin Murphy