EthicalML/awesome-production-machine-learning

awesome-production-machine-learning

✅ Recently maintained

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

21,067Stars
2,617Forks
+267-day stars

— · MIT · Last push 2026-11-03

Official repository & installation ↗
machine-learningmlopsinterpretabilityexplainabilityresponsible-aideep-learningmachine-learning-operationsml-opsml-operationsprivacy-preserving

GitValue · Value evidence

Unscored · Evidence coverage 0%

Provisional rubric; documentation and runtime testing are separate. Missing evidence does not imply low value.

Star history

2025-09-292026-11-03
View historical data
DateStars
2026-10-0520,953
2026-10-0620,959
2026-10-0720,966
2026-10-0820,972
2026-10-0920,975
2026-10-1020,979
2026-10-1120,984
2026-10-1220,990
2026-10-1320,995
2026-10-1421,000
2026-10-1521,002
2026-10-1621,005
2026-10-1721,009
2026-10-1821,011
2026-10-1921,012
2026-10-2021,015
2026-10-2121,018
2026-10-2221,021
2026-10-2321,025
2026-10-2421,030
2026-10-2521,034
2026-10-2621,039
2026-10-2721,044
2026-10-2821,050
2026-10-2921,057
2026-10-3021,061
2026-10-3121,064
2026-11-0121,063
2026-11-0221,067
2026-11-0321,067

Get the project

git clone https://github.com/EthicalML/awesome-production-machine-learning.git

Cloning downloads the source. For dependencies and installation, follow the project README.

Related projects & alternative candidates

Related domains do not imply feature parity. Review official documentation and licenses.

awesome-datascience

Comprehensive repository of data science tutorials, toolkits, datasets, and real-world analytical workflows.

★ 30,267pytorch-deep-learning

Hands-on Jupyter Notebooks and course materials for mastering PyTorch deep learning from fundamentals to deployment.

★ 19,353awesome-nlp

:book: A curated list of resources dedicated to Natural Language Processing (NLP)

★ 19,122