production-machine-learning topic

List production-machine-learning repositories

Issue-Label-Bot

324
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85
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Code For The Issue Label Bot, an App that automatically labels issues using machine learning, available on the GitHub Marketplace. This is also code for the blog article: "How to automate tasks on G...

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

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.

eurybia

204
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24
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⚓ Eurybia monitors model drift over time and securizes model deployment with data validation

explainit

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

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.

ml_observability_course

65
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26
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Free Open-source ML observability course for data scientists and ML engineers. Learn how to monitor and debug your ML models in production.