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EthicalML / awesome-production-machine-learning

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

  • awesome
  • awesome-list
  • data-mining
  • deep-learning
  • explainability
  • interpretability
  • large-scale-machine-learning
  • large-scale-ml
  • machine-learning
  • machine-learning-operations
  • ml-operations
  • ml-ops
  • mlops
  • privacy-preserving
  • privacy-preserving-machine-learning
  • privacy-preserving-ml
  • production-machine-learning
  • production-ml
  • responsible-ai
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Repository overview

Public GitHub metrics and OpenPulse observations
GitHub stars21,017
Public forks2,679
Growth · 24h+3 stars
Growth · 7dBuilding history
Growth · 30dBuilding history

Star activity

Last 7 days
16 Oct4 observed days · gaps preserved19 Oct

Observed star growth

Samples or dated GitHub history
24h +3 stars Measured from observations 18 Oct 2026 → 19 Oct 2026
7d Building history More observations needed — → 19 Oct 2026
30d Building history More observations needed — → 19 Oct 2026