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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Metadata
3 maintainers
Release files for aesara 2.9.4
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Source distribution (sdist)
| File | Size | Uploaded | Provenance | Actions |
|---|---|---|---|---|
| aesara-2.9.4.tar.gz | 4.4 MB | Without provenance | Details for aesara-2.9.4.tar.gz |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Actions Reset |
|---|---|---|---|---|
| aesara-2.9.4-py3-none-any.whl | Python 3 | none | any | Details for aesara-2.9.4-py3-none-any.whl |
Total release size: 5.9 MB
Release files / aesara-2.9.4.tar.gz
| Download URL | aesara-2.9.4.tar.gz |
|---|---|
| Size | 4.4 MB |
| Tags | Source |
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SHA-256 checksum How to use checksums |
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twine/5.1.0 CPython/3.12.5
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Release files / aesara-2.9.4-py3-none-any.whl
| Download URL | aesara-2.9.4-py3-none-any.whl |
|---|---|
| Size | 1.4 MB |
| Tags | Python 3 |
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SHA-256 checksum How to use checksums |
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No |
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twine/5.1.0 CPython/3.12.5
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Security for aesara 2.9.4
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