aesara

v2.9.4

A library for defining, optimizing, and efficiently evaluating mathematical expressions involving multi-dimensional arrays. For more information about how to use this package see README

Latest version published 3 months ago

License: BSD-3-Clause

PyPI

GitHub

Package Health Score

92 / 100

security
No known security issues
popularity
Popular
maintenance
Healthy
community
Active

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Popularity

Popular

GitHub Stars: 1.18K
Forks: 153
Contributors: 290

Direct Usage Popularity

Based on project statistics from the GitHub repository for the PyPI package aesara, we found that it has been starred 1,178 times.

Security

No known security issues

Security and license risk for latest version

Release Date: Aug 28, 2024
Direct Vulnerabilities: 0
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Indirect Vulnerabilities: 0
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License Risk: 0
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All security vulnerabilities belong to production dependencies of direct and indirect packages.

License

BSD-3-Clause

Security Policy

Yes

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Maintenance

Healthy

Commit Frequency

Open Issues: 284
Open PR: 47
Last Release: 3 months ago
Last Commit: 3 months ago

Further analysis of the maintenance status of aesara based on released PyPI versions cadence, the repository activity, and other data points determined that its maintenance is Healthy.

We found that aesara demonstrates a positive version release cadence with at least one new version released in the past 3 months.

As a healthy sign for on-going project maintenance, we found that the GitHub repository had at least 1 pull request or issue interacted with by the community.

Community

Active

Readme: Yes
Contributing.md: Yes
Code of Conduct: Yes
Contributors: 290
Funding: No

A good and healthy external contribution signal for aesara project, which invites more than one hundred open source maintainers to collaborate on the repository.

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Package

Python Versions Compatibility: >=3.8

Age: 4 years
Latest Release: 3 months ago
Dependencies: 6 Direct
Versions: 75
Maintainers: 3
Wheels: OS Independent

Readme

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.

aesara dependencies

cons etuples filelock logical-unification minikanren typing-extensions

FAQs

What is aesara?

A library for defining, optimizing, and efficiently evaluating mathematical expressions involving multi-dimensional arr... Visit Snyk Advisor to see a full health score report for aesara, including popularity, security, maintenance & community analysis.

Is aesara popular?

The python package aesara receives a total of 19,553 weekly downloads. As such, aesara popularity was classified as a popular. Visit the popularity section on Snyk Advisor to see the full health analysis.

Is aesara well maintained?

We found that aesara demonstrated a healthy version release cadence and project activity. It has a community of 290 open source contributors collaborating on the project. See the full package health analysis to learn more about the package maintenance status.

Is aesara safe to use?

The python package aesara was scanned for known vulnerabilities and missing license, and no issues were found. Thus the package was deemed as safe to use. See the full health analysis review.

Last updated on 21 November-2024, at 01:41 (UTC).

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