
DagsHub
7.9#2 in model registry softwareFrom $99 a monthFree planWebAPILinuxmacOS
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| Fact | DagsHub | Guild AI |
|---|---|---|
| Experiment tracking | Experiments can be tracked with Git, DVC experiments or MLflow, including metrics, parameters and artifacts. | Guild can run unmodified training scripts and capture each run as a unique experiment. |
| Integrations | Documented integrations include GitHub, GitLab, Bitbucket, DVC, MLflow, Label Studio, Jenkins, Slack, Discord, New Relic and Amazon S3. | The documentation describes TensorBoard support and integrations involving TensorFlow and Keras. |
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DagsHub suits developers and teams managing machine-learning data, experiments, and models in one project workspace. It is a fit for users who can provide their own compute infrastructure.
Guild AI suits machine-learning practitioners who want to track experiment runs, compare results, or search hyperparameters. It may also fit users who need TensorBoard integration or remote run workflows.