TheanoA Python library for evaluating mathematical expressions | |
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Theano Ranking & Summary
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- License:
- Freeware
- Publisher Name:
- Theano Development Team
- Operating Systems:
- Windows All
- File Size:
- 1.1 MB
Theano Tags
Theano Description
A Python library that allows you to define, optimize, and evaluate mathematical expressions 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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