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| hero_banner.html | [toc] | DagsHub Documentation | Learn how to use DagsHub to build machine learning and AI projects, manage data, track experiments, and create a single source of truth for your projects. |
DagsHub is a platform for AI and ML developers that lets you manage and collaborate on your data, models, experiments, alongside your code. DagsHub was particularly designed for unstructured data for example text, images, audio, medical imaging, and binary files. It directly integrates with and is built on top of popular open source tools like Git, DVC, MLflow, Label Studio, and others, and provides a streamline workflow for using them together.
You can do a lot of things with DagsHub, but here are some of the things DagsHub users usually use the platform for:
Dataset Management & Versioning
Manage your data, and version your datasets to create a fully reproducible project.
Keep track of your experimentation process, log parameters and metrics, and analyze results
Label your data, then use the results easily without writing custom data pipelines
Manage model versions, status and deployments
:octicons-gear-16:{ .lg .middle } Create a New Project
Start your new project with DagsHub
:simple-googlecolab:{ .lg .middle } Hello World Colab
A step-by-step introduction to DagsHub, zero local setup
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