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waigwamacha/README.md

Hello I'm, Macha πŸ•΅πŸ½

🐍 Python πŸ€– Machine Learning πŸ“Š Data Science πŸ“‰ Computational Psychiatry πŸš€ Scientific computing

πŸŽ“ Msc in Medical Neuroscience, now a πŸ’» Research Statistician working on predicting the onset of mental illness using multimodal data (brain images, clinical questionnaires, speech). Key statistical methods I've used are linear mixed models, survival anlysis and machine learning (XGBoost & CNNs).

πŸ”§ Technologies & Tools

Β Β Β 

✍ Writing

I love writing and I maintain the website for a mental health nonprofit, Project AKILI.

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  1. cnnmlpclassifier cnnmlpclassifier Public

    A convolutional net for predicting age from brain images; the regression task is paired with an age classification task to prevent the model from regressing to the mean.

    Jupyter Notebook