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.
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Release files for aesara-nightly 2.8.10.post13
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| File | Size | Uploaded | |
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Release files / aesara_nightly-2.8.10.post13.tar.gz
| Download URL | aesara_nightly-2.8.10.post13.tar.gz |
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| Size | 4.1 MB |
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