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1. boost-shap-gii boost-shap-gii Public

   A YAML-driven predictive modeling pipeline combining CatBoost and SHAP interaction values to produce Global Importance Indices (GII).

   Python

2. fmri-elastic-net fmri-elastic-net Public

   A YAML-driven Python pipeline for activation/connectome predictive modeling with elastic net regularization.

   Python 1

3. fmri-first-level-proc fmri-first-level-proc Public

   General-purpose first-level fMRI analysis framework built on AFNI.

   Python 1

4. hcpd-preprocessing hcpd-preprocessing Public

   Tools for downloading, formatting to BIDS format, and preprocessing MRI, DTI, and behavioral data from the Human Connectome Project - Development sample. Approved access and credentials through the…

   Python

5. stacked-feature-learning stacked-feature-learning Public

   A tool to build a stacked generalizer, evaluate its predictions, and interrogate informative features using permutation importance.

   Python

6. stacked-normative-model stacked-normative-model Public

   A tool to build and interrogate a stacked generalizer normative model for a continuous, real-valued phenotype.

   Python