View azureml-rai-utils on Snyk Open Source Advisor

Package Health Score

76 / 100

security
No known security issues
popularity
Small
maintenance
Sustainable
community
Active

Popularity

Small

GitHub Stars: 1.61K
Forks: 1.29K
Contributors: 230

Direct Usage Popularity

Based on project statistics from the GitHub repository for the PyPI package azureml-rai-utils, we found that it has been starred 1,606 times.

Security

No known security issues

Security and license risk for latest version

Release Date: Sep 8, 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

Yes

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Maintenance

Sustainable

Commit Frequency

Open Issues: 126
Open PR: 332
Last Release: 10 months ago
Last Commit: 1 month ago

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

We found that azureml-rai-utils demonstrates a positive version release cadence with at least one new version released in the past 12 months.

In the past month we didn't find any pull request activity or change in issues status has been detected for the GitHub repository.

Community

Active

Readme: Yes
Contributing.md: Yes
Code of Conduct: Yes
Contributors: 230
Funding: No

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

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Package

Python Versions Compatibility: <4.0,>=3.8

Age: 1 year
Latest Release: 10 months ago
Dependencies: 6 Direct
Versions: 6
Maintainers: 1
Wheels: OS Independent

Readme

# Azure Machine Learning Responsible AI Utils Python SDK

The azureml-rai-utils package provides the SDK interface that works along with the AzureML Responsible AI Dashboard experience.

The [Responsible AI dashboard]() includes a robust, rich set of visualizations and functionality to help you analyze your machine learning model or make data-driven business decisions:

Some of the highlights of this package includes the functionality to: - handle model dependencies - pre-download images for the RAI Vision Dashboard and AutoML integration

# Change Log

Initial package release

azureml-rai-utils dependencies

azure-ai-ml azure-identity azureml-mlflow mlflow mltable raiutils

FAQs

What is azureml-rai-utils?

Azure Machine Learning Responsible AI Utils SDK. Visit Snyk Advisor to see a full health score report for azureml-rai-utils, including popularity, security, maintenance & community analysis.

Is azureml-rai-utils popular?

The python package azureml-rai-utils receives a total of 220 weekly downloads. As such, azureml-rai-utils popularity was classified as small. Visit the popularity section on Snyk Advisor to see the full health analysis.

Is azureml-rai-utils well maintained?

We found indications that azureml-rai-utils maintenance is sustainable demonstrating some project activity. We saw a total of 230 open source contributors collaborating on the project. See the full package health analysis to learn more about the package maintenance status.

Is azureml-rai-utils safe to use?

The python package azureml-rai-utils 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 26 June-2024, at 19:43 (UTC).

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azureml-rai-utils

Azure Machine Learning Responsible AI Utils SDK For more information about how to use this package see README

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Readme

azureml-rai-utils dependencies

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Readme

azureml-rai-utils dependencies

FAQs

What is azureml-rai-utils?

Is azureml-rai-utils popular?

Is azureml-rai-utils well maintained?

Is azureml-rai-utils safe to use?

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Source Code

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