IgrIss

Adversarial_Video_Generation

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

Artistic-Style

awesome-public-datasets

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

Deep-Learning-Boot-Camp

A community run, 5-day PyTorch Deep Learning Bootcamp

deep-learning-for-biology-hse-2018-course

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

fast-neural-style

Feedforward style transfer

FTRL

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

lectures

Oxford Deep NLP 2017 course

LightGBM

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. It is under the umbrella of the DMTK(http://github.com/microsoft/dmtk) project of Microsoft.

magenta

Magenta: Music and Art Generation with Machine Intelligence

mlcourse_open

OpenDataScience Machine Learning course (yet Russian-only)

neon_course

neon tutorials

NTM-One-Shot-TF

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

numerical-linear-algebra

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

Probabilistic-Programming-and-Bayesian-Methods-for-Hackers

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 ;)

radiant

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

recsys-2017-online-learning-tutorial

reinforcement-learning-an-introduction

Python code for Reinforcement Learning: An Introduction

retail-segmentation-based-marketing-campaing-in-r-and-h2o

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

rlb-dp

Real-Time Bidding by Reinforcement Learning in Display Advertising

rscraping-jsm-2016

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

soccertransfers

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

static_resources

tensorflow-generative-model-collections

Collection of generative models in Tensorflow

TensorFlow-Tutorials

TensorFlow Tutorials with YouTube Videos

tensorflow_tutorials

From the basics to slightly more interesting applications of Tensorflow

vtreat

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

webinars

Code and slides for RStudio webinars

xgbfir

XGBoost Feature Interactions Reshaped

ydf-recsys2015-challenge

Solution of RecSys Challenge 2015