Package Health Score

77 / 100

security
No known security issues
popularity
Recognized
maintenance
Sustainable
community
Active

Popularity

Recognized

GitHub Stars: 484
Forks: 174
Contributors: 30

Direct Usage Popularity

Based on project statistics from the GitHub repository for the PyPI package sb3-contrib, we found that it has been starred 484 times.

Security

No known security issues

Security and license risk for latest version

Release Date: Mar 31, 2024
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

Sustainable

Commit Frequency

Open Issues: 51
Open PR: 11
Last Release: 7 months ago
Last Commit: 15 days ago

Further analysis of the maintenance status of sb3-contrib based on released PyPI versions cadence, the repository activity, and other data points determined that its maintenance is Sustainable.

We found that sb3-contrib 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: 30
Funding: No

With more than 10 contributors for the sb3-contrib repository, this is possibly a sign for a growing and inviting community.

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Package

Python Versions Compatibility: >=3.8

Age: 4 years
Latest Release: 4 days ago
Dependencies: 0 Direct
Versions: 63
Maintainers: 5
Wheels: OS Independent

Readme

Stable-Baselines3 - Contrib (SB3-Contrib)

Contrib package for Stable-Baselines3 - Experimental reinforcement learning (RL) code. "sb3-contrib" for short.

What is SB3-Contrib?

A place for RL algorithms and tools that are considered experimental, e.g. implementations of the latest publications. Goal is to keep the simplicity, documentation and style of stable-baselines3 but for less matured implementations.

Why create this repository?

Over the span of stable-baselines and stable-baselines3, the community has been eager to contribute in form of better logging utilities, environment wrappers, extended support (e.g. different action spaces) and learning algorithms.

However sometimes these utilities were too niche to be considered for stable-baselines or proved to be too difficult to integrate well into the existing code without creating a mess. sb3-contrib aims to fix this by not requiring the neatest code integration with existing code and not setting limits on what is too niche: almost everything remotely useful goes! We hope this allows us to provide reliable implementations following stable-baselines usual standards (consistent style, documentation, etc) beyond the relatively small scope of utilities in the main repository.

Features

See documentation for the full list of included features.

RL Algorithms:

Gym Wrappers:

Time Feature Wrapper

Documentation

Documentation is available online: https://sb3-contrib.readthedocs.io/

Installation

Note: You need the master version of Stable Baselines3.

To install Stable Baselines3 master version:

pip install git+https://github.com/DLR-RM/stable-baselines3

To install Stable Baselines3 contrib master version:

pip install git+https://github.com/Stable-Baselines-Team/stable-baselines3-contrib

FAQs

What is sb3-contrib?

Contrib package of Stable Baselines3, experimental code. Visit Snyk Advisor to see a full health score report for sb3-contrib, including popularity, security, maintenance & community analysis.

Is sb3-contrib popular?

The python package sb3-contrib receives a total of 18,054 weekly downloads. As such, sb3-contrib popularity was classified as a recognized. Visit the popularity section on Snyk Advisor to see the full health analysis.

Is sb3-contrib well maintained?

We found indications that sb3-contrib maintenance is sustainable demonstrating some project activity. We saw a total of 30 open source contributors collaborating on the project. See the full package health analysis to learn more about the package maintenance status.

Is sb3-contrib safe to use?

The python package sb3-contrib 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 8 November-2024, at 06:55 (UTC).

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sb3-contrib

Contrib package of Stable Baselines3, experimental code. For more information about how to use this package see README

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Package Health Score

Popularity

Direct Usage Popularity

Security

Security and license risk for latest version

Maintenance

Commit Frequency

Community

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Package

Readme

Stable-Baselines3 - Contrib (SB3-Contrib)

What is SB3-Contrib?

Why create this repository?

Features

Documentation

Installation

FAQs

What is sb3-contrib?

Is sb3-contrib popular?

Is sb3-contrib well maintained?

Is sb3-contrib safe to use?

Build a secure application checklist

Select a recommended open source package

Scan your app for vulnerabilities

Fix identified vulnerabilities

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Package Health Score

Direct Usage Popularity

Security and license risk for latest version

Commit Frequency

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Snyk Vulnerability Scanner

Readme

Stable-Baselines3 - Contrib (SB3-Contrib)

What is SB3-Contrib?

Why create this repository?

Features

Documentation

Installation

FAQs

What is sb3-contrib?

Is sb3-contrib popular?

Is sb3-contrib well maintained?

Is sb3-contrib safe to use?

Build a secure application checklist

Select a recommended open source package

Scan your app for vulnerabilities

Source Code

Open Source

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Config

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