aesara-nightly


Nameaesara-nightly JSON
Version 2.9.4.post1 PyPI version JSON
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home_pageNone
SummaryA library for defining, optimizing, and efficiently evaluating mathematical expressions involving multi-dimensional arrays.
upload_time2024-09-04 06:20:43
maintainerNone
docs_urlNone
authorNone
requires_python>=3.8
licenseBSD-3-Clause
keywords aesara autodiff blas differentiation math numerical numpy symbolic
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requirements No requirements were recorded.
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            Aesara is a Python library that allows you to define, optimize, and efficiently evaluate mathematical expressions involving multi-dimensional arrays. It is built on top of NumPy_. Aesara features:

 * **tight integration with NumPy:** a similar interface to NumPy's. numpy.ndarrays are also used internally in Aesara-compiled functions.
 * **efficient symbolic differentiation:** Aesara can compute derivatives for functions of one or many inputs.
 * **speed and stability optimizations:** avoid nasty bugs when computing expressions such as log(1 + exp(x)) for large values of x.
 * **dynamic C code generation:** evaluate expressions faster.
 * **extensive unit-testing and self-verification:** includes tools for detecting and diagnosing bugs and/or potential problems.

.. _NumPy: http://numpy.scipy.org/

            

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