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-2.8.7.dev20221026.tar.gz.
File metadata
- Download URL: aesara-nightly-2.8.7.dev20221026.tar.gz
- Upload date:
- Size: 3.8 MB
- Tags: Source
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/4.0.1 CPython/3.9.15
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
ffa833d93b32a427d79df417ff2071ebf768afeae4560aff7f880fe06c859f80
|
|
| MD5 |
bd82a08ba772633f9fcf3e6ba6196c28
|
|
| BLAKE2b-256 |
873a4ad385ffb2de12e942308e1f4c48ac016547357abfa1140bb0fb84dc8973
|
