PyML

PyML is an interactive object oriented framework for machine learning in Python

From the website:

PyML has been tested on Mac OS X and Linux. Some components are in C++ so it’s not automatically portable.

Here are some key features of “PyML”:

  • Classifiers: Support Vector Machines (SVM), nearest neighbor classifiers, ridge regression
  • Multi-class methods (one-against-one and one-against-rest)
  • Feature selection (filter methods, RFE, multiplicative update)
  • Model selection
  • Syntax for combining classifiers
  • Classifier testing (cross-validation, error rates, ROC curves, statistical test for comparing classifiers)

If you are running Mac OS X, please let me know what you think about this package.

One Response to “PyML”

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