MLOps Tools

Machine Learing Operations Tools

RepoSiteStarsIssuesContributorsVersionLast PublishForksWatchers
mlflow (opens in a new tab) (opens in a new tab)18417160230MLflow 2.17.0rc02024-09-274166296
feast (opens in a new tab) (opens in a new tab)551717730v0.40.12024-08-0998575
wandb (opens in a new tab) (opens in a new tab)8950101330v0.18.32024-10-0165859
dvc (opens in a new tab) (opens in a new tab)13665231303.55.22024-09-021174136

mlflow

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Open source platform for the machine learning lifecycle

feast

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The Open Source Feature Store for Machine Learning

wandb

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The AI developer platform. Use Weights & Biases to train and fine-tune models, and manage models from experimentation to production.

dvc

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🦉 ML Experiments and Data Management with Git