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-2.8.12.post58.tar.gz
Algorithm | Hash digest | |
---|---|---|
SHA256 | 1a8cd2743a3610c6c254b6a27007b23f4c071b63454eb156c39d61ab6cdd3792 |
|
MD5 | d85ddc0743721f0f4dcfe8decce91807 |
|
BLAKE2b-256 | e617233117c534cd19ca1a02a7990809c3063ffbe678d08cb3fe20225a0326ce |