Deep Learning for Biology course materials / Higher School of Economics, 2018

A community run, 5-day PyTorch Deep Learning Bootcamp

Collection of generative models in Tensorflow

OpenDataScience Machine Learning course (yet Russian-only)

R/Rcpp implementation of the 'Follow-the-Regularized-Leader' algorithm

This course contains the notebooks for the Numerical Linear Algebra elective in USF's MSAN program, summer 2017

Python code for Reinforcement Learning: An Introduction

‘vtreat’ is an R data.frame processor/conditioner that prepares real-world data for predictive modeling in a statistically sound manner.

neon tutorials

Oxford Deep NLP 2017 course

TensorFlow Tutorials with YouTube Videos

One Shot Learning using Memory-Augmented Neural Networks based on Neural Turing Machine architecture in Tensorflow

Real-Time Bidding by Reinforcement Learning in Display Advertising

Code and slides for RStudio webinars

Feedforward style transfer

Magenta: Music and Art Generation with Machine Intelligence

A fast, distributed, high performance gradient boosting (GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks…

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

Solution of RecSys Challenge 2015

Business analytics using R and Shiny. The radiant app combines the menus from radiant.data, radiant.design, radiant.basics, radiant.model, and radiant.multivariate.

Showcase for using H2O and R for scoring for marketing campaign in retail

R scripts to perform association rules mining on soccer data from Kaggle

A TensorFlow Implementation of "Deep Multi-Scale Video Prediction Beyond Mean Square Error" by Mathieu, Couprie & LeCun.

From the basics to slightly more interesting applications of Tensorflow

An awesome list of high-quality open datasets in public domains (on-going).

Repository for one-day course "A Primer to Web Scraping with R"

XGBoost Feature Interactions Reshaped