Computer Scientist / Neuroscientist
Open-source tools I develop as part of my research.
VS Code on HTCondor compute nodes
Connect VS Code to an HTCondor compute node in one click, straight from the Remote Explorer.
An HTCondor backend for joblib
Run joblib-parallelised Python code, including scikit-learn, on an HTCondor cluster, with each task submitted as its own job.
Neuroimaging feature extraction
A data handling and feature extraction library for neuroimaging data, especially functional MRI, built to be modular and easy to extend.
Orthogonal projective non-negative matrix factorization
A Python implementation of orthogonal projective non-negative matrix factorization (OPNMF), used to find patterns of structural covariance in brain imaging data.
User-friendly machine learning in Python
A library to evaluate machine learning models directly from pandas dataframes, while keeping the flexibility of scikit-learn's models.