View pou-shap on Snyk Open Source Advisor

Package Health Score

64 / 100

security
No known security issues
popularity
Small
maintenance
Inactive
community
Active

Popularity

Small

GitHub Stars: 22.88K
Forks: 3.29K
Contributors: 210

Direct Usage Popularity

Based on project statistics from the GitHub repository for the PyPI package pou-shap, we found that it has been starred 22,876 times.

Security

No known security issues

Security and license risk for latest version

Release Date: Jun 27, 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: 725
Open PR: 42
Last Release: 1 year ago
Last Commit: 14 days ago

Further analysis of the maintenance status of pou-shap 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 pou-shap 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

Active

Readme: Yes
Contributing.md: Yes
Code of Conduct: No
Contributors: 210
Funding: No

A good and healthy external contribution signal for pou-shap project, which invites more than one hundred open source maintainers to collaborate on the repository.

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

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Package

Python Versions Compatibility: >=3.7

Age: 1 year
Latest Release: 1 year ago
Dependencies: 9 Direct
Versions: 1
Maintainers: 1
Wheels: Windows

Readme

This is a fork of a newer version of the Shap library originally created by Scott Lundberg. Unfortunately, the PyPi version (as of June 2023) is outdated with the current version of Numpy so I am creating my own private fork to work with numpy 1.24 and 1.25.

example workflow

SHAP (SHapley Additive exPlanations) is a game theoretic approach to explain the output of any machine learning model. It connects optimal credit allocation with local explanations using the classic Shapley values from game theory and their related extensions (see papers for details and citations).

Install

SHAP can be installed from either PyPI or conda-forge:

pou-shap dependencies

cloudpickle numba numpy packaging pandas scikit-learn scipy slicer tqdm

FAQs

What is pou-shap?

A unified approach to explain the output of any machine learning model. Visit Snyk Advisor to see a full health score report for pou-shap, including popularity, security, maintenance & community analysis.

Is pou-shap popular?

The python package pou-shap receives a total of 13 weekly downloads. As such, pou-shap popularity was classified as small. Visit the popularity section on Snyk Advisor to see the full health analysis.

Is pou-shap well maintained?

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

Is pou-shap safe to use?

The python package pou-shap 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 23 November-2024, at 04:23 (UTC).

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pou-shap

A unified approach to explain the output of any machine learning model. 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

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Community

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Package

Readme

This is a fork of a newer version of the Shap library originally created by Scott Lundberg. Unfortunately, the PyPi version (as of June 2023) is outdated with the current version of Numpy so I am creating my own private fork to work with numpy 1.24 and 1.25.

Install

pou-shap dependencies

FAQs

What is pou-shap?

Is pou-shap popular?

Is pou-shap well maintained?

Is pou-shap safe to use?

Build a secure application checklist

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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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Readme

This is a fork of a newer version of the Shap library originally created by Scott Lundberg. Unfortunately, the PyPi version (as of June 2023) is outdated with the current version of Numpy so I am creating my own private fork to work with numpy 1.24 and 1.25.

Install

pou-shap dependencies

FAQs

What is pou-shap?

Is pou-shap popular?

Is pou-shap well maintained?

Is pou-shap 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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