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2.3k

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mit

407

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

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

Created 2018-08-15

1,027 commits to master branch, last one a day ago

832

4.4k

other

86

An MLOps framework to package, deploy, monitor and manage thousands of production machine learning models

aiops mlops serving deployment kubernetes machine-learning machine-learning-operations production-machine-learning

Created 2017-12-20

7,332 commits to master branch, last one 23 days ago

15

194

bsd-3-clause

5

Frouros: an open-source Python library for drift detection in machine learning systems.

mle mlops python data-drift statistics concept-drift dataset-drift dataset-shift covariate-shift drift-detection change-detection machine-learning distribution-shift machine-learning-operations machine-learning-engineering

Created 2022-03-16

1,008 commits to main branch, last one 14 days ago

17

108

mit

3

Carefully curated list of awesome data science resources.

ai data awesome awesome-list data-science deep-learning ml-operations explainable-ai responsible-ai interoperability machine-learning machine-learning-operations large-scale-machine-learning

Created 2022-10-04

38 commits to main branch, last one about a year ago