Package Health Score

63 / 100

security
Security issues found
popularity
Recognized
maintenance
Healthy
community
Active

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Popularity

Recognized

GitHub Stars: 451
Forks: 54
Contributors: 20

Direct Usage Popularity

Based on project statistics from the GitHub repository for the PyPI package skops, we found that it has been starred 451 times.

Security

Security issues found

Security and license risk for latest version

Release Date: Jul 3, 2024
Direct Vulnerabilities: 0
C
1
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

We found a way for you to contribute to the project! Looks like skops is missing a security policy.

Snyk detected that the latest version of skops has a security vulnerability.

We highly advise you to review these security issues.

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Maintenance

Healthy

Commit Frequency

Open Issues: 30
Open PR: 5
Last Release: 5 months ago
Last Commit: 7 days ago

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

We found that skops demonstrates a positive version release cadence with at least one new version released in the past 12 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: No
Contributors: 20
Funding: No

With more than 10 contributors for the skops repository, this is possibly a sign for a growing and inviting community.

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

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Package

Python Versions Compatibility: >=3.9

Age: 3 years
Latest Release: 5 months ago
Dependencies: 0 Direct
Versions: 12
Maintainers: 2
Wheels: OS Independent

Readme

SKOPS

skops is a Python library helping you share your scikit-learn based models and put them in production. At the moment, it includes tools to easily integrate models on the Hugging Face Hub, which allows you to share your models, make them discoverable, and use the Hub's API inference and widgets to get outputs of the model without having to download or load the model.

skops.hub_utils: tools to create a model repository to be stored on Hugging Face Hub, mainly through skops.hub_utils.init and skops.hub_utils.push. You can see all the models uploaded to the hub using this library here. Find out more here.
skops.card: tools to create a model card explaining what the model does and how it should be used. The model card can then be stored as the README.md file on the Hugging Face Hub, with pre-populated metadata to help Hub understand the model. More information can be found here.
skops.io: Secure persistence of sklearn estimators and more, without using pickle. Visit the docs for more information.

Please refer to our documentation on using the library as user, which includes user guides on the above topics as well as complete examples explaining how the features can be used.

If you want to contribute to the library, please refer to our contributing guidelines.

Installation

You can install this library using:

python -m pip install skops

Bug Reports and Questions

Please send all your questions and report issues on this repository's issue tracker as an issue. Try to look for existing ones before you create a new one.

FAQs

What is skops?

A set of tools to push scikit-learn based models to and pull from Hugging Face Hub. Visit Snyk Advisor to see a full health score report for skops, including popularity, security, maintenance & community analysis.

Is skops popular?

The python package skops receives a total of 10,343 weekly downloads. As such, skops popularity was classified as a recognized. Visit the popularity section on Snyk Advisor to see the full health analysis.

Is skops well maintained?

We found that skops demonstrated a healthy version release cadence and project activity. It has a community of 20 open source contributors collaborating on the project. See the full package health analysis to learn more about the package maintenance status.

Is skops safe to use?

Security issues were found while scanning the latest version of skops, and a total of 0 vulnerabilities were detected. It is highly advised to conduct a security review before using this package. View the full security scan results.

Last updated on 22 November-2024, at 14:40 (UTC).

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skops

A set of tools to push scikit-learn based models to and pull from Hugging Face Hub For more information about how to use this package see README

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Package Health Score

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Package

Readme

SKOPS

Installation

Bug Reports and Questions

FAQs

What is skops?

Is skops popular?

Is skops well maintained?

Is skops safe to use?

Build a secure application checklist

Select a recommended open source package

Scan your app for vulnerabilities

Fix identified vulnerabilities

Monitor for new issues

Package Health Score

Explore Similar Packages

Direct Usage Popularity

Security and license risk for latest version

Commit Frequency

Embed Package Health Score Badge

Keep your project healthy

Check your requirements.txt

Snyk Vulnerability Scanner

Readme

SKOPS

Installation

Bug Reports and Questions

FAQs

What is skops?

Is skops popular?

Is skops well maintained?

Is skops safe to use?

Build a secure application checklist

Select a recommended open source package

Scan your app for vulnerabilities

Source Code

Open Source

Container

Config

Fix identified vulnerabilities

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