srepho

rl-tictactoe

A reinforcement learning agent for tic-tac-toe. Implements the example from Chapter 1 of Sutton and Barto.

bellman

code for numerically solving dynamic programming problems

phd-thesis

I am in [research] stepped in so far that, should I wade no more, Returning were as tedious as go o'er. -MacBeth

Kaggle_Rotten_Tomatoes

Code to munge data between Kaggle .tsv Rotten Tomatoes Sentiment Analysis data set and Vowpal Wabbit

google-spreadsheets-to-r-dataframe

Demonstration of how to import a Google Spreadsheet into an R data.frame

folium

Python Data. Leaflet.js Maps.

streetlights-crime

Statistical models to find whether Chicago street light outages are associated with increased crime

redshift

Transition-based statistical parser

2014-slides

Slides from PyCon 2014

data

Data and code behind the articles and graphics at FiveThirtyEight

caretEnsemble

caret models all the way down :turtle:

rbm

Restricted Boltzmann Machines in R

convnetjs

Deep Learning in Javascript. Train Convolutional Neural Networks (or ordinary ones) in your browser.

Stacked-Autoencoder

xlsx2csv

Convert xslx to csv, it is fast, and works for huge xlsx files

datalib

A Python library to simplify data analysis

dplyr

dplyr: A grammar of data manipulation

big-data-tutorial

Big Data Tutorial

ipython

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