View contextualbandits on Snyk Open Source Advisor

Package Health Score

70 / 100

security
No known security issues
popularity
Small
maintenance
Healthy
community
Sustainable

Popularity

Small

GitHub Stars: 755
Forks: 147
Contributors: 10

Direct Usage Popularity

Based on project statistics from the GitHub repository for the PyPI package contextualbandits, we found that it has been starred 755 times.

Security

No known security issues

Security and license risk for latest version

Release Date: Nov 4, 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

BSD-2-Clause

Security Policy

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Maintenance

Healthy

Commit Frequency

Open Issues: 2
Open PR: 0
Last Release: 2 months ago
Last Commit: 2 months ago

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

We found that contextualbandits 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

Sustainable

Readme: No
Contributing.md: No
Code of Conduct: No
Contributors: 10
Funding: No

This project has seen only 10 or less contributors.

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

How about a good first contribution to this project? It seems that contextualbandits is missing a README file.

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Package

Python Versions Compatibility: Unspecified

Age: 7 years
Latest Release: 2 months ago
Dependencies: 2 Direct
Versions: 70
Maintainers: 0
Wheels: No

Not sure how to use contextualbandits?

To help you get started, we've collected the most common ways that contextualbandits is being used within popular public projects.

david-cortes / contextualbandits / contextualbandits / online.py View on Github

def _predict_random_if_unfit(self, X, output_score):
        warnings.warn("Model object has not been fit to data, predictions will be random.")
        X = _check_X_input(X)
        pred = self._name_arms(np.random.randint(self.nchoices, size = X.shape[0]))
        if not output_score:
            return pred
        else:
            return {"choice" : pred, "score" : (1.0 / self.nchoices) * np.ones(size = X.shape[0], dtype = "float64")}

View more ways to use contextualbandits

contextualbandits dependencies

cython scipy

FAQs

What is contextualbandits?

Python Implementations of Algorithms for Contextual Bandits. Visit Snyk Advisor to see a full health score report for contextualbandits, including popularity, security, maintenance & community analysis.

Is contextualbandits popular?

The python package contextualbandits receives a total of 970 weekly downloads. As such, contextualbandits popularity was classified as small. Visit the popularity section on Snyk Advisor to see the full health analysis.

Is contextualbandits well maintained?

We found that contextualbandits demonstrated a healthy version release cadence and project activity. It has a community of 10 open source contributors collaborating on the project. See the full package health analysis to learn more about the package maintenance status.

Is contextualbandits safe to use?

The python package contextualbandits 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 December-2024, at 04:30 (UTC).

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contextualbandits

Python Implementations of Algorithms for Contextual Bandits 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

Not sure how to use contextualbandits?

contextualbandits dependencies

FAQs

What is contextualbandits?

Is contextualbandits popular?

Is contextualbandits well maintained?

Is contextualbandits safe to use?

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Monitor for new issues

Package Health Score

Direct Usage Popularity

Security and license risk for latest version

Commit Frequency

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Keep your project healthy

Check your requirements.txt

Snyk Vulnerability Scanner

Not sure how to use contextualbandits?

contextualbandits dependencies

FAQs

What is contextualbandits?

Is contextualbandits popular?

Is contextualbandits well maintained?

Is contextualbandits safe to use?

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Select a recommended open source package

Scan your app for vulnerabilities

Source Code

Open Source

Container

Config

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