Package python-module-theano: Information

Source package: python-module-theano

Version: 0.6.0-alt1.rc3

Build time:  Mar 6, 2013, 08:43 AM

Category: Development/Python

Home page: https://pypi.python.org/pypi/Theano

License: BSD

Summary: Optimizing compiler for evaluating mathematical expressions on CPUs and GPUs

Description: 

Theano is a Python library that allows you to define, optimize, and
efficiently evaluate mathematical expressions involving
multi-dimensional arrays. It is built on top of NumPy. Theano features:

* **tight integration with NumPy:** a similar interface to NumPy's.
  numpy.ndarrays are also used internally in Theano-compiled functions.
* **transparent use of a GPU:** perform data-intensive computations up
  to 140x faster than on a CPU (support for float32 only).
* **efficient symbolic differentiation:** Theano can compute derivatives
  for functions of one or many inputs.
* **speed and stability optimizations:** avoid nasty bugs when computing
  expressions such as log(1 + exp(x)) for large values of x.
* **dynamic C code generation:** evaluate expressions faster.
* **extensive unit-testing and self-verification:** includes tools for
  detecting and diagnosing bugs and/or potential problems.

List of rpms provided by this srpm:
python-module-theano (noarch)
python-module-theano-docs (noarch)
python-module-theano-tests (noarch)

Maintainer: Eugeny A. Rostovtsev