One pipeline for all stages of your research project

Data collection, analysis, and writing: connected 🔗 Bring your own tools 🛠️


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Increase productivity

When your project is fully automated and single-button reproducible, iterations on artifacts like datasets, figures, and publications are fast, frictionless, and foolproof.

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Maximize impact

By putting all of your research inputs and outputs into one project with a single pipeline, others will be able to reproduce your work, make predictions with it, and adapt it to create new knowledge, use it to develop new technology, etc.

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Lock in without lock-in

Calkit is open source and built upon other open source technology such as Git, Docker, DVC, and more. Use whatever tools/languages you like: Python, R, MATLAB, LaTeX (including Overleaf), Julia, Jupyter Notebooks, or all of the above!