model-monitoring topic

List model-monitoring repositories

nannyml

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nannyml: post-deployment data science in python

evidently

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

deepchecks

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Deepchecks: Tests for Continuous Validation of ML Models & Data. Deepchecks is a holistic open-source solution for all of your AI & ML validation needs, enabling to thoroughly test your data and model...

eurybia

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

mlops-zoomcamp

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Free MLOps course from DataTalks.Club

inferencedb

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🚀 Stream inferences of real-time ML models in production to any data lake (Experimental)

nbox

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The official python package for NimbleBox. Exposes all APIs as CLIs and contains modules to make ML 🌸

whitebox

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[Not Actively Maintained] Whitebox is an open source E2E ML monitoring platform with edge capabilities that plays nicely with kubernetes

full-stack-on-prem-cv-mlops

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"1 config, 1 command from Jupyter Notebook to serve Millions of users", Full-stack On-Premises MLOps system for Computer Vision from Data versioning to Model monitoring and drift detection.

explainit

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A modern, enterprise-ready business intelligence web application