aesara 2.9.3

A library for defining, optimizing, and efficiently evaluating mathematical expressions involving multi-dimensional arrays.

Stars: 1157, Watchers: 1157, Forks: 155, Open Issues: 331

The aesara-devs/aesara repo was created 4 years ago and the last code push was 2 months ago.
The project is very popular with an impressive 1157 github stars!

How to Install aesara

You can install aesara using pip

pip install aesara

or add it to a project with poetry

poetry add aesara

Package Details

Author

License

BSD-3-Clause

Homepage

PyPi:

https://pypi.org/project/aesara/

GitHub Repo:

https://github.com/aesara-devs/aesara

Classifiers

• Scientific/Engineering/Mathematics
• Software Development/Code Generators
• Software Development/Compilers

Related Packages

Errors

A list of common aesara errors.

Code Examples

Here are some aesara code examples and snippets.

GitHub Issues

The aesara package has 331 open issues on GitHub

• Constant folding overrides broadcastable pattern
• Update the high-level API documentation
• ifelse should be available in the aesara namespace
• Added Ops for np.linspace, np.logspace and np.geomspace
• Limit the use of equal_computations in Scan rewrites
• Prevent Scan.__eq__ from walking inner-graphs
• Make sure we don't constant fold Shapes before shape inference
• tensor.zeros fails with symbolic scalar values
• Remove mode-based test runs
• Remove floatX-based test runs
• Reconsider Alloc's canonical form and rewrites
• Implement a generalized Op.[grad, R_op, L_op] for CAReduce
• Implement Op for linspace and similar numpy functions
• Make Sparse tensor Types extend TensorType
• Remove MaxAndArgmax

See more issues on GitHub