
ClearML
7.4#1 in gpu cluster management softwareFrom $15 a monthFree planWebAPILinuxmacOS
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| Fact | ClearML | git-annex |
|---|---|---|
| Integrations | The integrations documentation lists PyTorch, TensorFlow, Keras, scikit-learn, XGBoost, LightGBM, Optuna, Hydra, TensorBoard, Matplotlib, and LangChain among supported integrations. | Documented service recipes cover Amazon S3 and Glacier, Backblaze B2, Dropbox, Google Cloud Storage, Google Drive, Azure, OneDrive, ownCloud and others. |
ClearML suits AI and machine-learning teams that need experiment management and model development tools alongside GPU resource management. Its hosting choices may also suit teams with self-hosted, VPC, on-premises, or hybrid requirements.
git-annex suits command-line-oriented git users who need to sync, archive, or manage large files outside git. It supports workflows across computers, removable drives, NAS appliances, and cloud services.