EthicalML / awesome-production-machine-learning
A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
Why this job: name: awesome; says: curated list; topics: awesome-list, awesome
What it does
- FEAST. Feast (Feature Store) is an open source feature store for machine learning. Feast is the fastest path to manage existing infrastructure to productionize analytic data for model training and online inference.
- Featureform. A virtual featurestore. Plug-&-play with your existing infra. Data Scientist approved. Discovery, Governance, Lineage, & Collaboration just a pip install away. Supports pandas, Python, spark, SQL + integrations with major clou
- Hopsworks Feature Store. Offline/Online Feature Store for ML (Video).
Get started
No single install command. Read the steps in the README (opens in new tab)
- Maintenance
- Active
- Last commit yesterday
- Stars
- 21,083
- +21 this week
- Licence
- MIT
- Allows business use
- Downloads for
- None listed
- No release files
- Latest tag
- release-2026-11-01
- Released 8 days ago
- Built with
- Not stated
Is it looked after?
- Contributors
- 16
- Last 90 days
- Issues
- 88% closed
- 13 still open
- Pull requests
- 562 merged
- 32 waiting
- Releases
- 42
- 11 in the last year
- Contributing guide (opens in new tab)
- No security policy
- No code of conduct
Similar repos
| Repo | Stars | Last commit | Licence | Downloads for |
|---|---|---|---|---|
| jphall663 / awesome-machine-learning-interpretability | 4,084 | 5 months ago | CC0-1.0 | No downloads |
| viveknaskar / everything-ai-ml | 497 | yesterday | MIT | No downloads |
| YuzeHao2023 / Awesome-MCP-Servers | 1,086 | 3 months ago | Apache-2.0 | No downloads |
More: topics and project record
Topics
- machine-learning
- mlops
- interpretability
- explainability
- responsible-ai
- deep-learning
- machine-learning-operations
- ml-ops
- ml-operations
- privacy-preserving
- privacy-preserving-ml
- privacy-preserving-machine-learning
Project record
- JobLists and guides
- StatusListed
- Commits1,257
- Forks2,618
- Watching412
- Stars in 28 days+105
- CreatedAug 15, 2018
- First seen by usNov 7, 2026
- CheckedNov 9, 2026