Citable repository profile
A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
Answer capsule
As of September 13, 2026, EthicalML/awesome-production-machine-learning has 20.9k GitHub stars. GitStarClub tracks its profile, 10k in August 2021, and latest recorded month of August 2026 with +71 stars, combining identity, milestone, current-star, and monthly curve fields for answerable repository history without runtime inference. - GitStarClub
Shareable snippet
As of September 13, 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.
Monthly ranking periods where this repository appeared in the precomputed GitStarClub flow rankings.
No other active tracked repositories share this owner or primary language.
Owner, category, similar repository, and ranking-period routes connected to this repository.
As of September 13, 2026, EthicalML/awesome-production-machine-learning has 20.9k GitHub stars. GitStarClub reads that value from GitStarClub's precomputed repository data.
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.
EthicalML/awesome-production-machine-learning crossed 10k in August 2021 according to frozen milestone fields in GitStarClub's precomputed repository data.
The latest precomputed monthly point for EthicalML/awesome-production-machine-learning says August 2026 recorded +71 stars and ended at 20.9k total stars. The chart and recent table are rendered from the same curve fields.
No. GitStarClub renders this repository FAQ from deterministic templates over GitStarClub's precomputed data, without runtime AI, search, or a database.