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Description

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

Repository

https://github.com/Theano/Theano.git

Last Built

1 hour, 17 minutes ago failed

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Home Page

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

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Short URLs

theano.readthedocs.io
theano.rtfd.io

Default Version

0.8.x

'latest' Version

master