A library for defining, optimizing, and efficiently evaluating mathematical expressions involving multi-dimensional arrays.
Project description
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.
Project details
Release history Release notifications | RSS feed
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
Hashes for aesara_nightly-2.9.2.post1.tar.gz
Algorithm | Hash digest | |
---|---|---|
SHA256 | ca98f30ef5e39c317bd8651134872ce763213f50728552569688dfd42008eaef |
|
MD5 | e630912434dc4fda8ff3f0b167faf004 |
|
BLAKE2b-256 | 8adc4d06230764330e61689a07c4d595425ea21aca6d0832c87be3a26e9e5327 |