Welcome

Pylearn is a Python library for machine learning, built on top of Theano, our library for defining, optimizing and evaluating mathematical expressions involving multi-dimensional arrays.

This documentation is under construction, but you can already access the automatically-generated API doc, along with more extensive explanations for some modules.

Download

We recommend the latest development version, available via:

hg clone http://hg.assembla.com/pylearn Pylearn

The pylearn subfolder should be on your $PYTHONPATH.

Documentation

For the moment, the following documentation is available.

• Formulas – Built-in math formulas optimized for speed and robustness
• io.SeriesTables module – Saves error series and other statistics during training
• API – The automatically-generated API documentation
• V2 planning – Some documentation about the planning of our next version of pylearn.

You can download the latest PDF documentation, rather than reading it online.