Theano 0.3.1

Theano 0.3.1 for Mandriva Linux 2010.2

Theano is a Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently.

Homepage:
http://deeplearning.net/software/theano/

Features:

• tight integration with numpy – Use numpy.ndarray in Theano-compiled functions.
• transparent use of a GPU – Perform data-intensive calculations up to 140x faster than with CPU.(float32 only)
• efficient symbolic differentiation – Theano does your derivatives for function with one or many inputs.
• speed and stability optimizations – Get the right answer for log(1+x) even when x is really tiny.
• dynamic C code generation – Evaluate expressions faster.
• extensive unit-testing and self-verification – Detect and diagnose many types of mistake.

Theano has been powering large-scale computationally intensive scientific investigations since 2007. But it is also approachable enough to be used in the classroom (IFT6266 at the University of Montreal).

Documentation:

• Installing Theano – How to install Theano.
• Theano at a Glance – What is Theano?
• Tutorial – Learn the basics.
• Library Documentation – Theano’s functionality, module by module.
• Optimizations – Guide to Theano’s graph optimizations.
• Extending Theano – Learn to add a Type, Op, or graph optimization.

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

Check out how Theano can be used for Machine Learning: Deep Learning Tutorials.

Theano was featured at SciPy 2010.

Tobal said:

I've packaged these python mathematical libraries for Mandriva, this is the first time these libraries are packaged for Mandriva.

P.D. Theano was Pitagora's wife ;)