This release is a pre-release and may not be stable for production use.
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.
4 maintainers
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
File details
Details for the file aesara-nightly-2.7.7.dev20220715.tar.gz.
File metadata
- Download URL: aesara-nightly-2.7.7.dev20220715.tar.gz
- Upload date:
- Size: 7.4 MB
- Tags: Source
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/4.0.1 CPython/3.9.13
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
cbd64c4ec36c73dde7def41d571fce8f19bd3f2b30602ebbe6ec59956cad2fd0
|
|
| MD5 |
6b542ac7336aab3bcac28fefee130015
|
|
| BLAKE2b-256 |
a41e5427b31325d7d668d7c1bcb23657738d81a8d80ebcfd8b3b77ddef93cc99
|
