9 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
IFCA-Advanced-Computing
frouros IFCA-Advanced-Computing
13
166
bsd-3-clause
4
Frouros: an open-source Python library for drift detection in machine learning systems.
mle mlops python data-drift statistics concept-drift dataset-drift dataset-shift covariate-shift drift-detection change-detection machine-learning distribution-shift machine-learning-operations machine-learning-engineering
Created 2022-03-16
964 commits to main branch, last one 10 days ago
chassisml
chassis chassisml
10
80
apache-2.0
4
Chassis turns machine learning models into portable container images that can run just about anywhere.
ci-cd mlops docker python automation containers kubernetes microservice python-library machine-learning machine-learning-operations
Created 2021-05-13
935 commits to main branch, last one 2 months ago
natnew
Awesome-Data-Science natnew
10
66
mit
1
Carefully curated list of awesome data science resources.
ai data awesome awesome-list data-science deep-learning ml-operations explainable-ai responsible-ai interoperability machine-learning machine-learning-operations large-scale-machine-learning
Created 2022-10-04
38 commits to main branch, last one 8 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
mattborghi
mlops-specialization mattborghi
27
41
mit
4
Machine Learning Engineering for Production (MLOps) Coursera Specialization
data mlops coursera data-science deep-learning neural-networks machine-learning coursera-specialization machine-learning-operations
Created 2021-05-16
19 commits to main branch, last one 3 years 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