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An open-source AI tools directory with clear use cases, visible source freshness, and maintenance evidence for anyone deciding what to try.

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Rankings use public ecosystem signals. Treat them as a starting point, then confirm license, setup, safety, and fit with the upstream project.
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Project comparison

Best Of Ml Python vs lobehub

Compare adoption, momentum, maintenance health, and project basics before choosing which tool to evaluate deeper.

Best Of Ml Python

🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

Best matched with other interface tools.

23.8K
Stars
+52
Weekly
48/100
Health
lobehub

🤯 LobeHub is your Chief Agent Operator, organizing your agents into 7×24 operations by hiring, scheduling, and reporting on your entire AI team.

Best matched with other interface tools.

83.0K
Stars
+696
Weekly
97/100
Health

Quick Take

Adoption

lobehub has the larger GitHub footprint with 83.0K stars.

Momentum

lobehub is currently growing faster at +696 stars this week.

Maintenance

lobehub has the stronger automated maintenance signal at 97/100. This is not a security or fit verdict.

Side-by-side evidence

Use these signals to narrow your choice, then confirm setup, license, and fit upstream.

SignalBest Of Ml Pythonlobehub
Evidence statusBasic listing· 2026-10-04 09:18 UTCVerified snapshot· 2026-10-04 09:19 UTC
GitHub stars23.8K83.0K
Weekly growth+52+696
Health scoreWatch48/100Strong97/100
Contributors57359
Commits per week0.0185.8
Open issues581.0K
LanguageN/ATypeScript
LicenseCC-BY-SA-4.0NOASSERTION
Last commit2026-10-01 14:16 UTC2026-10-04 09:08 UTC
Last release2025.10.30v2.2.18

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