Projects

SHOGUN

The SHOGUN machine learning toolbox's focus is on large scale kernel methods and especially on Support Vector Machines (SVM). It comes with a generic interface for SVMs, features several SVM and kernel implementations, includes LinAdd optimizations and also Multiple Kernel Learning algorithms. ... [More] SHOGUN also implements a number of linear methods. It allows the input feature-objects to be dense, sparse or strings and of type int/short/double/char. It provides efficient implementations several kernels but also linear methods, hidden markov models etc. and interfaces to matlab,octave,python,R and has a cmdline interface and allows C++ extensions via a library. [Less]

Mnemosyne

The Mnemosyne software resembles a traditional flash-card program to help you memorise question/answer pairs, but with an important twist: it uses a sophisticated algorithm to schedule the best time for a card to come up for review. Difficult cards that you tend to forget quickly will be scheduled ... [More] more often, while Mnemosyne won't waste your time on things you remember well. [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.

LeMill

LeMill is a web community for finding, authoring and sharing open educational resources. It's built on top of Zope and Plone, and is very extensively designed to fit teacher needs. LeMill is available as a free service at http://lemill.net and as an open source software package for individual installations.

OpenTeacher

OpenTeacher is an opensource application that helps you learning a foreign language vocabulary. Just enter some words in your native and foreign language, and OpenTeacher tests you.

PyLearn

Preparing to convert Persian Python Documentation (PyLearn.com/fa/) from Wikipedia to Sphinx .

reply

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

Soar

Soar is a general cognitive architecture for developing systems that exhibit intelligent behavior. Researchers all over the world, both from the fields of artificial intelligence and cognitive science, are using Soar for a variety of tasks.

leximnesia

Leximnesiaby Florian Mortgat There is now an official website: http://leximnesia.org Leximnesia is a very simple, efficient software: it asks questions and the user answers them (either in his head or in a text entry). Then the software gives the right answer and so forth. The only thing is ... [More] that the questions he answered wrongly will be re-asked and re-asked until he knows the right answer perfectly. See the FAQ. InstallingFor Windows usersYou need to install python, then leximnesia. Python installer is available here Leximnesia installer is available here. For Linux usersYou probably know how to do: go to the download section, download, unpack the archive and follow the instructions. For Mac OS X usersThe archive is the same as for Linux, but I must admit I tried only once under Mac OS and it was buggy because the default python version was too old (2.3). The GUI worked but the asked question was always the same, due to a bug in python classes inherited from lists in 2.3. I suppose it would work if you install python 2.4 or 2.5. The installation procedure is the same as for Linux. FeaturesYou can use the existing question files and learn about 3000 words of German (for French people), 1000 words of English (for French people) and 500 words of French (for German people). There are two ways to use the software: a "quick mode", which involves no typing but requires you to be honest and tell the computer when the answer you thought of was wrong and a "slower mode", in which you type the answer. The computer will correct it automatically. It is also: very easy to modify a question (for example to add a new accepted answer) possible, quick and easy to add new questions to an already-existent question file possible and not very difficult to create new question files. [Less]

pys60dict

ABOUTpys60dict is a browser for dictionaries in 'dictd' format written in Python. Files in this format are e.g. available from http://freedict.org, WordNet, Jargon and lots of other places. The program can handle large dictionaries (e.g. WordNet, > 150.000 index entries, 8.5 MB ... [More] compressed data, > 27MB uncompressed) quite well and quite fast, because its use of the 'dictzip' library and binary compiled indices. LICENSEsee LICENSES and COPYING REQUIREMENTSA device running S60 3rd edition. For this program to work, you need to have Python for S60, v1.4.0 or higher, installed on your phone. You may get it from SourceForge. If you're new to Python on S60 it's probably better to read the PyS60 Wiki first. CONTACTPlease leave your comments on the Contact wiki page. I will be notified by e-mail automagically ;-) DOCUMENTATIONIs in the README. SCREENSHOTS and And, yes, the hyperlinks do work ;-) [Less]