Awesome MLOps
Popular repositories
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awesome-ml-experiment-management
awesome-ml-experiment-management PublicA curated list of awesome open source tools and commercial products for ML Experiment Tracking and Management π
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awesome-ml-monitoring
awesome-ml-monitoring PublicA curated list of awesome open source tools and commercial products for monitoring data quality, monitoring model performance, and profiling data π
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awesome-data-management
awesome-data-management PublicA curated list of awesome open source tools and commercial products to catalog, version, and manage data π
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awesome-ml-serving
awesome-ml-serving PublicA curated list of awesome open source and commercial platforms for serving models in production π
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awesome-mlops-platforms
awesome-mlops-platforms PublicA curated list of awesome open source and commercial MLOps platforms π
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awesome-ml-pipelines
awesome-ml-pipelines PublicA curated list of awesome open source tools and commercial products that will help you manage machine learning and data-science workflows and pipelines π
Repositories
- 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 π
- awesome-ml-experiment-management Public
A curated list of awesome open source tools and commercial products for ML Experiment Tracking and Management π
- awesome-data-management Public
A curated list of awesome open source tools and commercial products to catalog, version, and manage data π
- 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 π
- awesome-hyperparameter-optimization Public
A curated list of awesome open source tools and commercial products for autoML hyperparameter tuning π
- 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 π
- awesome-ml-serving Public
A curated list of awesome open source and commercial platforms for serving models in production π
- awesome-mlops-platforms Public
A curated list of awesome open source and commercial MLOps platforms π
- awesome-feature-store Public
A curated list of awesome open source and commercial feature store tools and platforms π
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