6 results found Sort:

EthicalML
awesome-production-machine-learning EthicalML
2.2k
16.5k
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
796 commits to master branch, last one about a month ago
evidentlyai
evidently evidentlyai
533
4.8k
apache-2.0
46
Evaluate and monitor ML models from validation to production. Join our Discord: https://discord.com/invite/xZjKRaNp8b
mlops data-drift html-report data-science hacktoberfest jupyter-notebook machine-learning model-monitoring pandas-dataframe machine-learning-operations production-machine-learning
Created 2020-11-25
2,108 commits to main branch, last one a day ago
SeldonIO
seldon-core SeldonIO
825
4.3k
other
82
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
7,326 commits to master branch, last one 2 days ago
MAIF
eurybia MAIF
24
204
apache-2.0
6
⚓ Eurybia monitors model drift over time and securizes model deployment with data validation
drift python data-drift html-report model-drift data-validation drift-detection machine-learning model-monitoring domain-classifier datadrift-classifier production-machine-learning
Created 2022-05-02
99 commits to master branch, last one 2 months ago
evidentlyai
ml_observability_course evidentlyai
18
60
apache-2.0
5
Free Open-source ML observability course for data scientists and ML engineers. Learn how to monitor and debug your ML models in production.
mlops llmops data-drift data-quality ml-pipelines ml-monitoring ml-observability model-monitoring model-performance data-quality-checks machine-learning-operations production-machine-learning
Created 2023-10-05
288 commits to main branch, last one 5 months ago
katonic-dev
explainit katonic-dev
4
32
apache-2.0
0
A modern, enterprise-ready business intelligence web application
mlops python data-science drift-detection machine-learning model-monitoring pandas-dataframe data-visualization machine-learning-operations production-machine-learning
Created 2022-08-28
186 commits to master branch, last one about a year ago