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

BentoML

6.7k
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752
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The easiest way to serve AI/ML models in production - Build Model Inference Service, LLM APIs, Multi-model Inference Graph/Pipelines, LLM/RAG apps, and more!

evidently

4.8k
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533
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Evaluate and monitor ML models from validation to production. Join our Discord: https://discord.com/invite/xZjKRaNp8b

mlops-specialization

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

explainit

32
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4
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A modern, enterprise-ready business intelligence web application

frouros

163
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12
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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
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3
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Python library for Modzy Machine Learning Operations (MLOps) Platform

sdk-javascript

16
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3
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The official JavaScript SDK for the Modzy Machine Learning Operations (MLOps) Platform.