ppc64le/linux/: aesara-2.9.4 metadata and description
A library for defining, optimizing, and efficiently evaluating mathematical expressions involving multi-dimensional arrays.
| author_email | aesara-devs <[email protected]> |
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| description_content_type | text/x-rst |
| keywords | aesara,autodiff,blas,differentiation,math,numerical,numpy,symbolic |
| license | BSD-3-Clause |
| license_file | LICENSE.txt |
| metadata_version | 2.4 |
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| requires_dist |
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| requires_python | >=3.8 |
| File | Tox results | History |
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aesara-2.9.4-py3-none-any.whl
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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.