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-2.8.10.post28.tar.gz
Algorithm | Hash digest | |
---|---|---|
SHA256 | 64035e06affaf13ad5798945670a2f765e1fccc74f01dc61c561ba065aa7a993 |
|
MD5 | 4295cb663f5f1ba11ba3921d3b55cd47 |
|
BLAKE2b-256 | 78e1e86ce82a9634e31cbd7c789a8c09e51fc1d9a0bada45aada144dde3c642c |