Package Health Score

70 / 100

security
No known security issues
popularity
Small
maintenance
Sustainable
community
Active

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regular
9

Popularity

Small

GitHub Stars: 5.12K
Forks: 1.73K
Contributors: 60

Direct Usage Popularity

Based on project statistics from the GitHub repository for the PyPI package UmbrellaRL-ctorrington, we found that it has been starred 5,122 times.

Security

No known security issues

Security and license risk for latest version

Release Date: Dec 7, 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

Sustainable

Commit Frequency

Open Issues: 12
Open PR: 2
Last Release: 12 months ago
Last Commit: 18 days ago

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

We found that UmbrellaRL-ctorrington 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: No
Code of Conduct: Yes
Contributors: 60
Funding: No

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

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Package

Python Versions Compatibility: >=3.12

Age: 12 months
Latest Release: 12 months ago
Dependencies: N/A
Versions: 1
Maintainers: 1
Wheels: OS Independent

Readme

Gradient-MC-1000-State-Random-Walk

Structure

Agent

The Agent represents the logic for reinforcement learning. It contains functions for policy evaluation & calculating a State's value.

Policy

The Policy object determines the actions taken by the agent. The Policy object must inherit from the Base Policy class.

Environment

The Environment represents the State that the Agent is in. It describes which states are accessible following actions & what their probabilities are.

The Environment depends on the State Space.

State Space

The State Space describes the states that the agent can be in. Each State is of type State.

The State Space depends on the State.

State

The State represents a singular State that the agent can be in. The State contains the information that describes each State.

FAQs

What is UmbrellaRL-ctorrington?

Reiforcement Learning package description. Visit Snyk Advisor to see a full health score report for UmbrellaRL-ctorrington, including popularity, security, maintenance & community analysis.

Is UmbrellaRL-ctorrington popular?

The python package UmbrellaRL-ctorrington receives a total of 28 weekly downloads. As such, UmbrellaRL-ctorrington popularity was classified as small. Visit the popularity section on Snyk Advisor to see the full health analysis.

Is UmbrellaRL-ctorrington well maintained?

We found indications that UmbrellaRL-ctorrington maintenance is sustainable demonstrating some project activity. We saw a total of 60 open source contributors collaborating on the project. See the full package health analysis to learn more about the package maintenance status.

Is UmbrellaRL-ctorrington safe to use?

The python package UmbrellaRL-ctorrington 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 18:11 (UTC).

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UmbrellaRL-ctorrington

Reiforcement Learning package description. For more information about how to use this package see README

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Package

Readme

Gradient-MC-1000-State-Random-Walk

Structure

Agent

Policy

Environment

State Space

State

FAQs

What is UmbrellaRL-ctorrington?

Is UmbrellaRL-ctorrington popular?

Is UmbrellaRL-ctorrington well maintained?

Is UmbrellaRL-ctorrington 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

Gradient-MC-1000-State-Random-Walk

Structure

Agent

Policy

Environment

State Space

State

FAQs

What is UmbrellaRL-ctorrington?

Is UmbrellaRL-ctorrington popular?

Is UmbrellaRL-ctorrington well maintained?

Is UmbrellaRL-ctorrington 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

Monitor for new issues