Projects

scikit learn

Python module integrating various machine learning algorithms under a common interface. It offers a wide range of methods such as Support Vector Machines, linear models (L1, L2 penalized), logistic regression, gaussian mixture models and more. The large number of algorithms aleady implemented allows ... [More] for easy comparison of accuracy and performance of various algorithms. [Less]

GNU Go

GNU Go is a free program that plays the game of Go. GNU Go has played thousands of games on the NNGS Go server. GNU Go is now also playing regularly on the Legend Go Server in Taiwan, on the WING server in Japan, and many volunteers run GNU Go clients on KGS. GNU Go has established itself as the ... [More] leading non-commercial go program in the recent tournaments that it has taken part in. [Less]

Evolving Objects

EO is a template-based, ANSI-C++ evolutionary computation library which helps you to write your own stochastic optimization algorithms insanely fast. With the help of EO, you can easily design evolutionary algorithms that will find solutions to virtually all kind of hard optimization problems ... [More] , from continuous to combinatorial ones. Designing an algorithm with EO consists in choosing what components you want to use for your specific needs, just as building a structure with Lego blocks. [Less]

PyBrain

PyBrain is a modular Machine Learning Library for Python. It's goal is to offer flexible, easy-to-use yet still powerful algorithms for Machine Learning Tasks and a variety of predefined environments to test and compare your algorithms. It's the Swiss army knife for machine learning and neural networking.

Spark - A generic physical simulator

Spark is a physical simulation system. The primary purpose of this system is to provide a *generic* simulator for different kinds of simulations. In these simulations, agents can participate as external processes.

TinMan - RoboCup 3D Soccer in .NET

A .NET library for writing agents to compete in the RoboCup Simulated 3D Soccer league. Supports all .NET languages (C#/VB.NET/F#/Managed C++). Has extensive documentation, idiomatic .NET patterns and plenty of example code. Suitable for test-driven development.

Rubyk multimedia patcher

Open source patcher for multimedia projects: glue all this midi, DMX, neural networks, opengl stuff into a fast C++ core with Lua scriptable objects.

reply

A Reinforcement Learning library in Python Includes Q-learning, Sarsa and more.

jgogears

jgogears is a Java library for playing the asian game of Go.

yooreeka

The Yooreeka project is created based on the code of the book "Algorithms of the Intelligent Web" (Manning 2009 -- http://www.manning.com/marmanis). Although the term "Web" prevailed in the title, in essence, the algorithms are valuable in any software application. Our goal is ... [More] to maintain that source code as an open source project that everyone can use in their own projects. For that purpose, we release the Yooreeka library under the LGPL license. The library is written 100% in the Java language. [Less]