- Name: python-theano
- Version: 1.1.2
- Release: 1.mga9
- Epoch:
- Group: Development/Python
- License: MIT
- Url: http://www.deeplearning.net/software/theano/
- Summary: A Python library for evaluating mathematical expressions
- Architecture: noarch
- Size: 1814233
- Distribution: Mageia
- Vendor: Mageia.Org
- Packager: eatdirt <eatdirt>
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 computations much faster than on a CPU.
* efficient symbolic differentiation – Theano does your derivatives for functions 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 errors.
Theano has been powering large-scale computationally intensive
scientific investigations since 2007. But it is also approachable
enough to be used in the classroom.
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