mlops topic

List mlops repositories

OpenMLDB

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OpenMLDB is an open-source machine learning database that provides a feature platform computing consistent features for training and inference.

kedro

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Kedro is a toolbox for production-ready data science. It uses software engineering best practices to help you create data engineering and data science pipelines that are reproducible, maintainable, an...

great_expectations

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Always know what to expect from your data.

pipelines

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Machine Learning Pipelines for Kubeflow

neptune-client

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📘 The MLOps stack component for experiment tracking

mlreef

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315
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The collaboration workspace for Machine Learning

hongbomiao.com

217
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35
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🦋 A personal research and development (R&D) lab that facilitates the sharing of knowledge.

cresset

705
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40
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Template repository to build PyTorch projects from source on any version of PyTorch/CUDA/cuDNN.

giskard

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🐢 Open-Source Evaluation & Testing for ML & LLM systems

awesome-production-machine-learning

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A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning