Manage your Data Science
projects in One Place


The best way to track experiments,
version data, models & pipelines, using Git.

Best practices. Efficient teamwork.

Get started, fast

Watch how to setup DAGsHub in 3 minutes

DAGsHub quickstart video
Or, create your own DAGsHub project from scratch Start the tutorial

Say hello to Your New Superpowers

Tackle hard challenges with confidence by bringing data science teams together

Collaboration

Build better data science together

Focus on your strengths by collaborating. Share the weight of work between team members to improve your data science.

work with others

Manage Chaos

See the things that matter in one place

See code, data, models, pipelines, and experiments in one place, with context. Share models and data easily between all team members, even those that don't code.

make sense of your project

Reproducibility

Reproduce results easily & reliably

Debug your models in production or start building from one of our community projects. With DAGsHub reproducing results is as easy as   git checkout .

instant reproducibility

Decision Making

Make decisions faster, with more clarity

Review and discuss your work in issues and data science pull requests. Compare experiments, data, and models to decide what should go into production.

faster decision making

Collaboration

Build better data science together

Focus on your strengths by collaborating. Share the weight of work between team members to improve your data science.

Manage Chaos

See the things that matter in one place

See code, data, models, pipelines, and experiments in one place, with context. Share models and data easily between all team members, even those that don't code.

Reproducibility

Reproduce results easily & reliably

Debug your models in production or start building from one of our community projects. With DAGsHub reproducing results is as easy as   git checkout .

Decision Making

Make decisions faster, with more clarity

Review and discuss your work in issues and data science pull requests. Compare experiments, data, and models to decide what should go into production.

Take your data science to the next level

It doesn't have to be a pain in the ass

Git logo DVC logo MLflow logo

What is DAGsHub exactly?

A web platform for data version control and collaboration for data scientists. It lets you easily connect the pieces of your project in one place.

Seriously, I don’t get it...what is it?

It’s like GitHub for data science and machine learning. A place where you can host and collaborate on your data science projects, using open source protocols to track experiment, version data, code & models.

How does it work?

You can get started easily by forking a project, pushing an existing one, or starting a new one from one of the templates.

DAGsHub automatically scans your commits and extracts useful information such as experiment parameters, links to data files and models and combines them into a single, simple interface.

If you are a data scientist using Git, DAGsHub is for you!

What else does it do?

DAGsHub lets you browse and compare your code, data, models, and experiments in one place, without needing to download anything to your computer.

Visualize data pipelines, changes in data, and document model performance, automatically and beautifully.

Share data and experiments. Discuss results and new ideas in context. Review results and automatically merge data & models with data science pull requests.

Read more FAQs

Supports tools and frameworks you already use

DAGsHub uses open source protocols, so it's fully portable and extensible

PyTorch logo
Tensorflow logo
Scikit Learn logo
GitHub logo
Colab logo
Kaggle logo
pandas logo
XGBoost logo
Fast.ai logo
HuggingFace logo
Keras logo
PyTorch Lightning logo
PyTorch Ignite logo
Python logo
R logo
Jupyter logo
Kubernetes logo
Kubeflow logo
Amazon Web Services logo
Google Cloud logo
Azure logo
Or any other tool you like...

Join the Open Source Data Science Revolution

DAGsHub is empowering open source in the data science world

Contribute to real Open Source Data Science Projects

With DAGsHub you can contribute data, experiments and models to any project. Not just code

Work with a community of data scientists

Learn from others and share your knowledge while collaborating to solve interesting data science problems

Build your data science or machine learning portfolio

Showcase your data science chops on real world problems that involve more than just picking the best model

Learn to work with awesome MLOps tools

Strengthen your engineering skills and keep up to date with interesting and exciting tools for data professionals