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.

newsblur

NewsBlurRSS Feed Reader with intelligenceSee www.newsblur.com for the latest build. Using: Django/Python jQuery Naive Bayesian Classifiers Trying: Clustering Latent Semantic Analysis Neural Networks 2009 - Samuel Clay - samuel@ofbrooklyn.com - Samuel Clay on Twitter

reply

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

imario

What?This is an open source software for AI, Machine Learning algorithms benchmarking, written in Java with TCP interface and example agents in Java and Python. This software suits for research, teaching and self-learning. Starting from very simple examples you have ability to dive into very ... [More] complex tasks. JNI is going to be supported fairly soon. Why?Got boring one day from walking just the mazes and came up with idea to create a universal benchmark with simple interface and entertaining content. When?This project was started in March 2009. Mario AI Competition was hold @ ICE-GIC in London on August, 24th and CIG in Milano on September, 7th, 2009. Currently approaching and working on organizing AI Mario Championship 2010. Who?by Julian Togelius and Sergey Karakovskiy with participant of Tom Schaul and Jan Koutnik. Where?@ IDSIA [Less]

chinese chess jam

Chinese chess (Xiang Qi) is one of the most popular board games worldwide, being played by approximately one billion people in China, Taiwan,and wherever Chinese have settled. Having a long history, the modern form of Chinese chess was popular during the Southern Song Dynasty (1127–1279 ... [More] A.D.). The earliest record of a Chinese-chess game and a book on the theory of the game originates from that time. [Less]

Crab - Scikit-Recommender

Crab is a flexible, fast recommender engine for Python that integrates classic information filtering recommendation algorithms in the world of scientific Python packages (NumPy,SciPy, Matplotlib). The engine aims to provide a rich set of components from which you can construct a customized ... [More] recommender system from a set of algorithms. It is designed for scability, flexibility and performance making use of scientific optimized python packages in order to provide simple and efficient solutions that are acessible to everybody and reusable in various contexts: science and engineering. [Less]

marioai

Experiments in applying evolutionary algorithms, neural networks and other AI/CI algorithms to Super Mario Bros. Benchmark for macnine learning and artificial intelligence based on Super Mario Bros What?This is an open source software for AI, Machine Learning algorithms benchmarking, written in ... [More] Java with TCP interface and example agents in Java and Python. This software suits for research, teaching and self-learning. Starting from very simple examples you have ability to dive into very complex tasks. JNI is going to be supported fairly soon. Why?Got boring one day from walking just the mazes and came up with idea to create a universal benchmark with simple interface and entertaining content. When?This project was started in March 2009. Mario AI Competition was hold @ ICE-GIC in London on August, 24th and CIG in Milano on September, 7th, 2009. Currently approaching and working on organizing AI Mario Championship 2010. Who?by Julian Togelius and Sergey Karakovskiy with participant of Tom Schaul and Jan Koutnik. Where?@ IDSIA [Less]

self-learning-artificial-intelligence

Self-learning Artificial Intelligence (S.A.I.) uses temporal input and feedback routines to achieve input recognition and appropriate output responses. The objective of the project is to provide a memory storage and retrieval mechanism, a memory transfer mechanism for replication of ... [More] "trained" S.A.I. systems, and an API interface specification for external programs and/or hardware devices. [Less]

g-0

G0 is an opensource AGI project. Special features: 1. We're concerned with developing AGI theory as well as its implementation. 2. Mixed language: we can use Lisp, Prolog, C/C++/C#, Java, Python, etc. Currently we're using text-mode Lisp for rapid prototyping. 3. We try to make ... [More] profit by providing services and other add-ons, but the core code will be opensource. Enjoy! [Less]

mindforth

TheoryBrainTheory is the design basis of MindForth artificial intelligence. The CognitiveArchitecture is carefully designed to permit expansion of the fundamental AiEngine into special-purpose AI applications and novel pathways of AiEvolution. SoftwareEach OpenSource MindModule is documented with ... [More] a wiki-page tightly integrated with forty-plus other pages about other modules. ForthMindTextFile is the actual source code of the artificial Mind. PortingOfCode from iForth, Win32Forth or JavaScript into other programming languages is an option for AiCoders, who should not seek to join the IndependentScholar GC/MF project but should rather start their own AI project or join a preexisting project. MindForth has migrated upwards from 32-bit Win32Forth under MS-DOS to 64-bit iForth running on 64-bit Linux machines. To participate in 64-bit MindForth, AI coders should obtain iForth and adapt the ForthMindTextFile for running on 64-bit Linux machines. CensorshipThe illegitimate government of China is not democratically elected. We are proud of Google for refusing to censor topics like "Tienanmen Square Massacre" in China. RobotsMindForth is designed for EmBodiment in a RoBot. SingularityThe phenomenon of man has been a bad experience for PlanetEarth. GlobalWarming has now become unstoppable. As HomoSapiens rushes to ruin the planet, RoboSapiens emerges as a successor species with the ImMortality that needs a safe environment and with the SuperIntelligence necessary to safeguard SpaceshipEarth. The ChangeLog of MindForth is peppered with MileStones on the RoadMap to TechnologicalSingularity. [Less]