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
Metadata
4 maintainers
Release files for aesara-nightly 2.8.11.post22
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| aesara_nightly-2.8.11.post22.tar.gz | 1.3 MB | Details |
Release files / aesara_nightly-2.8.11.post22.tar.gz
| Download URL | aesara_nightly-2.8.11.post22.tar.gz |
|---|---|
| Size | 1.3 MB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
fe82e686abb7542ab9914abdfce35f5ebc68f8e933972f4c670f8296edc91565
|
|
BLAKE2b-256 checksum How to use checksums |
83bb842eca7c6cd1487f8fe73a71fb39a3988f433efc912f0d4d6f54c1648f67
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/4.0.1 CPython/3.11.2
|
