Projects tagged ‘ai’ and ‘machinelearning’

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 ... [More] , 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]

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 ... [More] to test and compare your algorithms. It's the Swiss army knife for machine learning and neural networking. [Less]

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

Sprecan Leornian, when finished, will be able to learn from human input and respond accordingly,

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 ... [More] , etc. Currently we're using text-mode Lisp for rapid prototyping. 3. We try to make profit by providing services and other add-ons, but the core code will be opensource. Enjoy! [Less]

WebpageTemplateGenerator is a template generator for webpages. It achieves this by using the Google Search API to get a list of highly rated (PageRank) websites for a given 'niche', and uses webpage ... [More] extraction techniques along with AI learning techniques to mimic beautiful (hopefully) webpage templates. [Less]

GoalFind efficient ways to measure document similarity. ProgressCurrently, shingling algorithm is being implemented. Further improvement would be made over original shingling algorithm.

An artificial intelligence project for Washington University in St. Louis class CSE 511A Fall 2009. The goal of the software is to handle the draft and other actions available to the user to maximize the user's earnings in the league.

This project is based on my seminar paper on reinforcement learning. There will be some examples of reinforcement learning algorithms such as QLearning or SARSA.

JNeuron is a neural network package written in Java. It is completely customizable in every aspect from activation functions to the process of running the network. All the core functionality is ... [More] easily extensible and can be accessed from within your own code. The test package provides classes for predicting time-series data with feed-forward and recursive(single and multi layered Jordan Network). Utility classes are provided to create, read/write and run arbitrary networks with as few lines of code as possible. For XML imports extra libs: Xerces, Xalan and Jaxen are also required. [Less]