Fedora 19 Update: python-theano-0.6.0-0.1.rc3.fc19

[updates at fedoraproject.org]

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Fedora Update Notification
FEDORA-2013-20363
2013-10-31 01:57:36
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Name        : python-theano
Product     : Fedora 19
Version     : 0.6.0
Release     : 0.1.rc3.fc19
URL         : http://deeplearning.net/software/theano/
Summary     : Mathematical expressions involving multidimensional arrays
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.

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Update Information:

This new package 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.
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References:

  [ 1 ] Bug #1001746 - Review Request: python-theano - Mathematical expressions involving multidimensional arrays
        https://bugzilla.redhat.com/show_bug.cgi?id=1001746
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This update can be installed with the "yum" update program.  Use 
su -c 'yum update python-theano' at the command line.
For more information, refer to "Managing Software with yum",
available at http://docs.fedoraproject.org/yum/.

All packages are signed with the Fedora Project GPG key.  More details on the
GPG keys used by the Fedora Project can be found at
https://fedoraproject.org/keys
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