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-2.9.1.post3.tar.gz
Algorithm | Hash digest | |
---|---|---|
SHA256 | 9f0910a5bd884765899ff56b14a1ebbbf83bd603782ffddb96fc4f8473612799 |
|
MD5 | ef41b5b28946652abcad756abc92528c |
|
BLAKE2b-256 | a261c6cdc7219f02931a41e2aeda5afecb4439b1511ca913508c442fe9f80741 |