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-2.8.10.post16.tar.gz.
File metadata
- Download URL: aesara_nightly-2.8.10.post16.tar.gz
- Upload date:
- Size: 4.1 MB
- Tags: Source
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/4.0.1 CPython/3.11.2
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
eb14db76f5e7143d1c9b8cfddbfaa01fbc0ac2352e1b84c75c2ad6e168251cc4
|
|
| MD5 |
3ebc3009ecd739bea65834a5743d4fa8
|
|
| BLAKE2b-256 |
2cdbcb8fc7a5bf3916ac122c831b29b0e25da34520fc798a82f63a117a955051
|
