Package Health Score

59 / 100

security
No known security issues
popularity
Recognized
maintenance
Inactive
community
Sustainable

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virtuoso
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Popularity

Recognized

GitHub Stars: 334
Forks: 21
Contributors: 5

Direct Usage Popularity

Based on project statistics from the GitHub repository for the PyPI package prodigyopt, we found that it has been starred 334 times.

Security

No known security issues

Security and license risk for latest version

Release Date: Jun 12, 2023
Direct Vulnerabilities: 0
C
0
H
0
M
0
L
Indirect Vulnerabilities: 0
C
0
H
0
M
0
L
License Risk: 0
H
0
M
0
L

All security vulnerabilities belong to production dependencies of direct and indirect packages.

License

MIT

Security Policy

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Maintenance

Inactive

Commit Frequency

Open Issues: 7
Open PR: 6
Last Release: 1 year ago
Last Commit: 11 days ago

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

An important project maintenance signal to consider for prodigyopt is that it hasn't seen any new versions released to PyPI in the past 12 months, and could be considered as a discontinued project, or that which receives low attention from its maintainers.

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

Sustainable

Readme: Yes
Contributing.md: No
Code of Conduct: No
Contributors: 5
Funding: No

This project has seen only 10 or less contributors.

We found a way for you to contribute to the project! Looks like prodigyopt is missing a Code of Conduct.

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Package

Python Versions Compatibility: >=3.6

Age: 1 year
Latest Release: 1 year ago
Dependencies: N/A
Versions: 1
Maintainers: 1
Wheels: OS Independent

Readme

Prodigy: An Expeditiously Adaptive Parameter-Free Learner

This is the official repository of our paper that proposed the Prodigy optimizer. Currently, the code is only in PyTorch.

Prodigy: An Expeditiously Adaptive Parameter-Free Learner K. Mishchenko, A. Defazio Paper: https://arxiv.org/pdf/2306.06101.pdf

How to cite

If you find our work useful, please consider citing our paper.

@article{mishchenko2023prodigy,
    title={Prodigy: An Expeditiously Adaptive Parameter-Free Learner},
    author={Mishchenko, Konstantin and Defazio, Aaron},
    journal={arXiv preprint arXiv:2306.06101},
    year={2023},
    url={https://arxiv.org/pdf/2306.06101.pdf}
}

FAQs

What is prodigyopt?

An Adam-like optimizer for neural networks with adaptive estimation of learning rate. Visit Snyk Advisor to see a full health score report for prodigyopt, including popularity, security, maintenance & community analysis.

Is prodigyopt popular?

The python package prodigyopt receives a total of 20,257 weekly downloads. As such, prodigyopt popularity was classified as a recognized. Visit the popularity section on Snyk Advisor to see the full health analysis.

Is prodigyopt well maintained?

We found indications that prodigyopt is an Inactive project. See the full package health analysis to learn more about the package maintenance status.

Is prodigyopt safe to use?

The python package prodigyopt 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 22 November-2024, at 12:47 (UTC).

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prodigyopt

An Adam-like optimizer for neural networks with adaptive estimation of learning rate For more information about how to use this package see README

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Popularity

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Readme

Prodigy: An Expeditiously Adaptive Parameter-Free Learner

How to cite

FAQs

What is prodigyopt?

Is prodigyopt popular?

Is prodigyopt well maintained?

Is prodigyopt safe to use?

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Fix identified vulnerabilities

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Package Health Score

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Direct Usage Popularity

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Commit Frequency

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Snyk Vulnerability Scanner

Readme

Prodigy: An Expeditiously Adaptive Parameter-Free Learner

How to cite

FAQs

What is prodigyopt?

Is prodigyopt popular?

Is prodigyopt well maintained?

Is prodigyopt safe to use?

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Source Code

Open Source

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Config

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