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ludwig

Declarative machine learning: End-to-end machine learning pipelines using data-driven configurations.
Licenses: Apache-2.0
Published: 7 years ago Last updated: 17 days ago Latest version: 0.17.5
pip
GitHub

Package Health Score

72/100
  • securitySecurity issues found
  • popularityRecognized
  • maintenanceHealthy
  • communityActive

Maintenance

HEALTHY

Commit Frequency

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Open Issues
0
Open PR
1
New PRS
1
Last Release
17 days ago
Last Commit
17 days ago
Maintainers
150

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

We found that ludwig 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.

Popularity

RECOGNIZED
GitHub Stars
11.7k
Forks
1.2k
Contributors
150

Based on project statistics from the GitHub repository for the PyPI package ludwig, we found that it has been starred 11,717 times.

Community

ACTIVE
Readme
Yes
Contributing.md
Yes
Code of Conduct
Yes
Contributors
150
Funding
No
LICENSE
Apache-2.0

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

License

Apache-2.0[0,);
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Direct Vulnerabilities

Known vulnerabilities in the ludwig package. This does not include vulnerabilities belonging to this package’s dependencies.

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Security

SECURITY ISSUES FOUND
Show only direct vulnerabilities in latest version
VulnerabilityVulnerable Version
  • C
Deserialization of Untrusted Data

[0,)

Package versions

74 VERSIONS IN TOTAL See all versions
versionpublisheddirect vulnerabilities
0.17.529 May, 2026
  • 1
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    L
0.17.324 May, 2026
  • 1
    C
  • 0
    H
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    L
0.17.223 May, 2026
  • 1
    C
  • 0
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    L
0.17.118 May, 2026
  • 1
    C
  • 0
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0.16.28 May, 2026
  • 2
    C
  • 0
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0.16.17 May, 2026
  • 2
    C
  • 0
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0.16.06 May, 2026
  • 2
    C
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0.15.15 May, 2026
  • 2
    C
  • 0
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0.15.026 Apr, 2026
  • 2
    C
  • 0
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0.14.115 Apr, 2026
  • 2
    C
  • 0
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  • 0
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ludwig dependencies

17 IN TOTAL
absl-pydataclasses-jsondatasetsfilelockgpustatkagglelxmlopenpyxlpackagingpsutilpy-cpuinforetrysacremosestensorboardtorchinfoxlrdxlwt