ajtulloch

A DSL for deep neural networks, supporting Caffe and Torch

Contains LaTeX, SciPy and R code providing solutions to exercises in Elements of Statistical Learning (Hastie, Tibshirani & Friedman)

Basic soft-margin kernel SVM implementation in Python

Compiled Decision Trees for scikit-learn

Fast C++ adaptation of the QuantCup (http://www.quantcup.org/) limit order book.

A simple implementation of Microsoft's AdPredictor (http://bit.ly/SFgcq8) in Python

Contains lecture notes for several Sydney University advanced mathematics courses. Contributions welcomed!

High performance implementations of gradient boosting, random forests, etc. in Go

Haskell implementations of various ML algorithms.

An AMS-LaTeX compatible converter that maps a subset of LaTeX to Markdown/MathJaX.