PyML - machine learning in python

PyML is an interactive object oriented framework for machine learning written in Python. PyML focuses on SVMs and other kernel methods.
It is tested on Linux and Mac OS X.

what's new

• Version 0.7.0 has been released. The code has been reorganized, so you will need to change the way you import modules or classes. The tutorial provides information on how to modify your code.
• Two new papers that give practical advice on using SVMs. See the howto page for details.

features

• Classifiers: support vector machines, nearest neighbor, ridge regression
• Multi-class methods (one-against-rest and one-against-one)
• Feature selection (filter methods, RFE)
• Model selection
• Preprocessing and normalization
• Syntax for combining classifiers
• Classifier testing (cross-validation, error rates, ROC curves)