Projects

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.

java-traveling-salesman

Traveling Salesman Problem - Java Genetic Algorithm Solution Binary/Source/SVN/Documentation available. Application features Implementation and comparison of different genetic algorithms - unisex random mutation - crossover algorithm - 2opt heuristics + unisex random mutation - ... [More] 2opt heuristics + crossover algorithm Open source multi platform Java application with well commented source code Console and GUI application mode Parametrized configuration Multi threading computation engine Application thread priority settings Simple map file formats, exporting existing maps, using external maps - map of 192 real cities from CZ, coordinates in S-JTSK, distances in meters - fractal maps (circle, triangle, square, spiral, ... ) Descriptive XML and PDF reports, converting XML reports to P [Less]

ai4r

AI4R is a collection of ruby algorithm implementations, covering several Artificial intelligence fields, and simple practical examples using them. A Ruby playground for AI researchers.

Brain Workshop

Brain Workshop is a Python implementation of the Dual N-Back mental exercise. This exercise is the only mental activity that has been scientifically shown to improve your short-term memory (working memory) and fluid intelligence.

antbattle

Create a network client in your favorite programming language to beat other clients. The players are computer programs controlled by the program you wrote. The game is fully functional. We are working now on server options, and of course we are builing our own AI clients!

SmartMap

SmartMap (C#) is a procedural style map creation utility mainly for the Axiom 3D rendering engine. It also comes with a GDI+ 2D GUI graphics engine for use with textures within the scene. Also it includes an RPG game/editor that displays it's full potential.

jwanalytics

JWAnalytics allows real time decisioning for a website to take place (content optimization, product recommendations, FAQ search results ranking, price optimization, etc, see whole list of possible uses for details). JWAnalytics is an innovative technical solution for the storage of top quality ... [More] analytical data and the real time use of this data. It is a solution that will support your business strategy and the processes around it in real time (real time data mining). The objective of such real time data mining is mostly to perform customer/visitor specific decisions on a discount to be applied, a piece of content to be presented, a product to be recommended, etc. Generic optimizations for all customers are also possible in multi-variate fashion. Such customer specific decisioning offe [Less]

reply

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

Cobra Draughts

Cobra Draughts is a lightweight AI for draught/checkers game written in Python. The main goal of this software is to provide a simple engine for AI vs. AI match for Machine Learning purpose. However it's perfectly suitable for AI vs. Human match.

krtoolkit

Various libraries to help with common AI research in knowledge representation and reasoning. DisclaimerWhile the state of this project is active, it is currently in a very Alpha phase and not yet ready for public consumption. Expected release date is January, 2010.