Awesome MLOps/LLMOps/AI

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9 repositories

awesome-ml-experiment-management
Public
A curated list of awesome open source tools and commercial products for ML Experiment Tracking and Management 🚀
kubernetes data-science machine-learning awesome deep-learning orchestration datascience dataops awesome-list model-management
Apache License 2.0
•4•113•1•3•Updated Jul 16, 2024Jul 16, 2024
awesome-ml-monitoring
Public
A curated list of awesome open source tools and commercial products for monitoring data quality, monitoring model performance, and profiling data 🚀
data-science machine-learning deep-learning datascience dataops data-management data-cleaning model-management concept-drift data-quality
Apache License 2.0
•6•69•0•3•Updated May 7, 2024May 7, 2024
awesome-data-management
Public
A curated list of awesome open source tools and commercial products to catalog, version, and manage data 🚀
data-science awesome datascience dataops data-catalog data-tools awesome-list data-management data-pipeline data-manager
Apache License 2.0
•3•29•0•0•Updated Apr 20, 2022Apr 20, 2022
awesome-ml-pipelines
Public
A curated list of awesome open source tools and commercial products that will help you manage machine learning and data-science workflows and pipelines 🚀
workflow data-science machine-learning awesome deep-learning pipelines datascience dataops awesome-list data-management
Apache License 2.0
•2•21•0•0•Updated Apr 20, 2022Apr 20, 2022
awesome-hyperparameter-optimization
Public
A curated list of awesome open source tools and commercial products for autoML hyperparameter tuning 🚀
kubernetes data-science machine-learning pipelines orchestration feature-selection datascience feature-extraction hyperparameter-optimization feature-engineering
Apache License 2.0
•1•4•0•0•Updated Apr 20, 2022Apr 20, 2022
awesome-mlops-kubernetes
Public
A curated list of awesome open source tools and commercial products that will help you train, deploy, monitor, version, scale, and secure your production machine learning on kubernetes 🚀
kubernetes workflow machine-learning deep-learning ml orchestration dataops operator machine-learning-pipelines model-management
Apache License 2.0
•2•14•0•0•Updated Apr 20, 2022Apr 20, 2022
awesome-ml-serving
Public
A curated list of awesome open source and commercial platforms for serving models in production 🚀
kubernetes data-science machine-learning awesome deep-learning microservice serverless orchestration datascience dataops
Apache License 2.0
•1•35•0•0•Updated Apr 20, 2022Apr 20, 2022
awesome-mlops-platforms
Public
A curated list of awesome open source and commercial MLOps platforms 🚀
kubernetes data-science machine-learning awesome deep-learning orchestration datascience dataops awesome-list model-management
Apache License 2.0
•1•21•0•0•Updated Apr 20, 2022Apr 20, 2022
awesome-feature-store
Public
A curated list of awesome open source and commercial feature store tools and platforms 🚀
kubernetes machine-learning awesome feature-selection datascience feature-extraction dataops awesome-list feature-engineering feature-scaling
Apache License 2.0
•2•14•1•0•Updated Apr 20, 2022Apr 20, 2022