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# A signature-based machine learning model for bipolar disorder and borderline personality disorder

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This repository contains the code from the paper *A signature-based machine learning model for bipolar disorder and borderline personality disorder*, a preprint of which is available on arXiv:
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> Arribas, I.P., Saunders, K., Goodwin, G. and Lyons, T., 2017. A signature-based machine learning model for bipolar disorder and borderline personality disorder. [arXiv preprint arXiv:1707.07124](https://arxiv.org/abs/1707.07124).
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## Data

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Since the data of the original study is confidential, we have included a dataset of the same format as the original one, but where all the participant IDs were replaced and all the mood scores were set to zero.