awesome-production-machine-learning
A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
- 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
- data-mining
- large-scale-ml
- production-ml
- Stars
- 21,028
- Forks
- 2,617
- + today
- +1
- Created
- 8y
Ranking data as of November 4, 2026 (UTC).
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Overview
A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning It ranks #1651 on GitTiger, gaining +1 star on November 4, 2026 (UTC).
It was created 8y ago.
Installation
git clone https://github.com/EthicalML/awesome-production-machine-learning.git
cd awesome-production-machine-learning
# see README for setup