machine-learning-operations topic

List machine-learning-operations repositories

seldon-core

4.3k
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825
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An MLOps framework to package, deploy, monitor and manage thousands of production machine learning models

awesome-production-machine-learning

16.5k
Stars
2.2k
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A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

BentoML

7.0k
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781
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The easiest way to serve AI apps and models - Build reliable Inference APIs, LLM apps, Multi-model chains, RAG service, and much more!

evidently

5.2k
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578
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Evidently is ​​an open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. From tabular data to Gen AI. 100+ metrics.

mlops-specialization

41
Stars
27
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Machine Learning Engineering for Production (MLOps) Coursera Specialization

explainit

32
Stars
4
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Watchers

A modern, enterprise-ready business intelligence web application

frouros

185
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14
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Frouros: an open-source Python library for drift detection in machine learning systems.

examples-gallery

18
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0
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Sample notebooks that use the Openlayer Python API

sdk-python

24
Stars
3
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Python library for Modzy Machine Learning Operations (MLOps) Platform

sdk-javascript

16
Stars
3
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Watchers

The official JavaScript SDK for the Modzy Machine Learning Operations (MLOps) Platform.