Scripts used to setup a Spark cluster on EC2

A complete daily plan for studying to become a Google software engineer.

A community driven list of useful Scala libraries, frameworks and software.

machine learning and deep learning tutorials, articles and other resources

Tools of The Trade, from Hacker News.

Reinforcement learning resources curated

Code and data for the AAAI 2015 paper entitled: "Predicting the demographics of Twitter users from social evidence using website traffic data"

Cookiecutter template for a Python package.

Reproduce the experiments published in "Predicting Winning Price in Real Time Bidding with Censored Data"

Markov Decision Process (MDP) Toolbox for Python

Google's Operations Research tools

Various implementations of population based metaheuristics to solve hard multiple-choice multidimensional knapsack problems.

Main repository for STAT 545 @ University of British Columbia, a course in data wrangling, exploration, and analysis with R.

A curated list of awesome Machine Learning frameworks, libraries and software.

Distributed Deep Learning Platform for Java, Clojure,Scala

Notes and exercise attempts for "An Introduction to Statistical Learning"

Algorithms implemented with "Follow The Proximal Regularized Leader".

A benchmarking framework supporting the experiments in KDD'14 paper "Optimal Real-Time Bidding for Display Advertising"

OpenRefine is a free, open source power tool for working with messy data and improving it

This project is to formalise the iPinYou RTB data into a standard format for further researches.

Trident-ML : A realtime online machine learning library

Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1

RTBkit is a real-time bidder framework designed for use on advertising exchanges such as the Rubicon Project, Nexage, App Nexus, The Google Ad Exchange and others.