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Project Summary

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.

github repository: http://github.com/Theano/Theano

Tags

cas compiler numpy python symbolic

In a Nutshell, theano...

BSD 3-clause "New" or "Revised" License
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This Project has No vulnerabilities Reported Against it

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Languages

Languages?height=75&width=75
Python
87%
C
10%
9 Other
3%

30 Day Summary

Aug 25 2017 — Sep 24 2017

12 Month Summary

Sep 24 2016 — Sep 24 2017
  • 3935 Commits
    Up + 651 (19%) from previous 12 months
  • 125 Contributors
    Down -33 (20%) from previous 12 months