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@Long-Toolkit

Long-Toolkit

A Longitudinal toolkit to accelerate application of machine learning to Longitudinal studies, by the University of Edinburgh (LEAP group)
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❝ Who are we, Long-Toolkit?

Long-Toolkit was founded by Dr Alex Kwong (Edinburgh) and Simon Provost (McGill) during Simon's research internship with the Lifecourse Epidemiology and Psychiatry Research Group (LEAP) at the University of Edinburgh. Since then, PhD students Bianca Branco (Edinburgh), Honghui Chen (Edinburgh) and Isaac Tassella (Edinburgh) have joined discussions, development or the toolkit's use at the University of Edinburgh, all supervised by Dr Alex Kwong (Edinburgh).

Our open-source Python toolkits help researchers prepare longitudinal data (repeated measurements of the same participants), compare machine learning with statistical baselines, and explain predictions. A no-code command-line interface (CLI) provides access to these tools without writing Python.

Come give it a try: explore the documentation and the main repository. Supports Python 3.10 only. Available on macOS and Linux, and on Windows (via Docker).

❝ Reach out to contribute ideas/features!

👉 Whoever you are, you are welcome!

Whether you have a research question, a feature request, a bug report or a new tool to contribute, we would love to hear from you. Open an issue or contact Alex to discuss your ideas.

Find out more about the group and its research on LEAP's website.

Cheers! 🍻

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