Search — Predictive Clinical Neuroscience Toolkit 0.20 documentation

Getting started

Background

Function & Class Docs

Tutorials

DEMO ON NORMATIVE MODELING
Predictive Clinical Neuroscience Toolkit
Hierarchical Bayesian Regression Normative Modelling and Transfer onto unseen site.
Using lifespan models to make predictions on new data
Predictive Clinical Neuroscience Toolkit
The Normative Modeling Framework for Computational Psychiatry Protocol
Data Preparation
Algorithm & Modeling
Evaluation & Interpretation
Visualization of normative modeling outputs
Post-hoc analysis on normative modeling outputs
Load Data
Create Train/Test Splits
Principal Component Regression (BBS)
Connectome Predictive Modelling
Lasso (Linear Regression + L1 Regularization)
Ridge (Linear Regression + L2 Regularization)
Elastic Net (Linear Regression + L1/L2 Regularization)

Other Useful Stuff

Built with Sphinx using a theme provided by Read the Docs.