Repository containing files for my PyCon 2014 scikit-learn tutorial.

A multi-armed bandit optimization framework for Rails

Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.

scikit-learn: machine learning in Python

Bubbles – Python ETL framework

John Langford's original release of Vowpal Wabbit -- a fast online learning algorithm

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 ;)

LaTeX Thesis Template for Tsinghua University

A mulitarmed bandit to A/B test go projects, or other languages via an HTTP API. It uses a log based data flow. Based on John Myles Whites' book "Bandit Algorithms for Website Optimization"

a plottling library for python, based on D3

Eddies in the space time continuum. Catch that sofa!

Code accompanying the book "Machine Learning for Hackers"

Code for my book on Multi-Armed Bandit Algorithms

Scrapy project to scrape public web directories (educational)

It's a presentation framework based on the power of CSS3 transforms and transitions in modern browsers and inspired by the idea behind prezi.com.

Map templates with cartodb.js

Materials for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

Machine learning programming exercises