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-2.8.9.dev20221211.tar.gz.
File metadata
- Download URL: aesara-nightly-2.8.9.dev20221211.tar.gz
- Upload date:
- Size: 3.9 MB
- Tags: Source
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/4.0.2 CPython/3.9.16
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
72a2e6f9f4544ad8b878114594e47e5f2a87ca4b07235d6cdb80d8b6e67b4d8e
|
|
| MD5 |
5926b2bfead6c1363f87bbf7d3053e6c
|
|
| BLAKE2b-256 |
a6b0e94c85ebbc4ae76703d1ad863efb73d9e2e455297afc9a43f8f59b53aa84
|
