Citable repository profile

EthicalML/awesome-production-machine-learning

A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

Repository facts

Language
No language breakdown available
Topics
machine-learningmlopsinterpretabilityexplainabilityresponsible-aideep-learningmachine-learning-operationsml-opsml-operationsprivacy-preservingprivacy-preserving-mlprivacy-preserving-machine-learning
License
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Latest release
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Homepage
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Answer capsule

As of June 21, 2026, EthicalML/awesome-production-machine-learning has 20.6k GitHub stars. GitStarClub tracks its profile, 10k in August 2021, and latest recorded month of May 2026 with +14 stars, combining identity, milestone, current-star, and monthly curve fields for answerable repository history without runtime inference. - GitStarClub

Data as of
June 21, 2026
Source
GitStarClub

Star trend

10k2019-07 · +795 ★2020-07 · +1.1k ★2020-08 · +1.1k ★20192020202120222023202420252026

Milestones

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EthicalML/awesome-production-machine-learning milestones

As of June 21, 2026, GitStarClub records EthicalML/awesome-production-machine-learning crossing 10k in August 2021. These milestone dates come from frozen repository fields and link back to the matching monthly ranking pages. Source: GitStarClub repository star history.

Ranking appearances

Monthly ranking periods where this repository appeared in the precomputed GitStarClub flow rankings.

Explore related pages

Owner, category, similar repository, and ranking-period routes connected to this repository.

Frequently asked questions

How many GitHub stars does EthicalML/awesome-production-machine-learning have?

As of June 21, 2026, EthicalML/awesome-production-machine-learning has 20.6k GitHub stars. GitStarClub reads that value from GitStarClub's precomputed repository data.

What language and owner does GitStarClub show for EthicalML/awesome-production-machine-learning?

EthicalML/awesome-production-machine-learning is shown as a an unspecified primary language repository owned by EthicalML. The page also links to the owner profile and matching category pages when those fields are present.

When did EthicalML/awesome-production-machine-learning cross major star milestones?

EthicalML/awesome-production-machine-learning crossed 10k in August 2021 according to frozen milestone fields in GitStarClub's precomputed repository data.

What is the latest monthly growth point for EthicalML/awesome-production-machine-learning?

The latest precomputed monthly point for EthicalML/awesome-production-machine-learning says May 2026 recorded +14 stars and ended at 20.6k total stars. The chart and recent table are rendered from the same curve fields.

Does this repository FAQ use live search or AI?

No. GitStarClub renders this repository FAQ from deterministic templates over GitStarClub's precomputed data, without runtime AI, search, or a database.