computational-psychiatry

A list of schools and researchers in computational neuroscience

Normative modelling of neuroimaging data

PyHGF: A neural network library for predictive coding

The Julia implementation of the generalised hierarchical Gaussian filter

cpm is a fundamental scientific modelling library for Computational Psychiatry.

jsPsych tasks made by the Niv Lab

Tools for serving and storing data from online experiments.

Code associated with "Anxiety, avoidance, and sequential evaluation"

Collection of publicly available cognitive task datasets

Tools for computational psychiatry research.

Digital version of the widely used Trail Making Test using jsPsych library in JavaScript

Code for "Improving the reliability of cognitive task measures: A narrative review".

Code and data for "An item response theory analysis of the Matrix Reasoning Item Bank (MaRs-IB)"

Depression recognition via resting‑state EEG using Phase Lag Index (PLI) functional connectivity and ANOVA F‑test feature selection. Baseline SVM and MLP classifiers are compared, and an enhanced SVM with grid search optimisation achieves 85.85% accuracy, 82.50% sensitivity, and 93.94% AUC on the MODMA dataset.

[In production] Adaptation of Nathaniel Daw's Two-Step Sequential Learning Task. Designed for a study of AN patients and healthy controls.

[In Production] Adaptation of Nathaniel Daw's Two-Step Sequential Learning Task. Designed for a study of reward prediction for food with college undergraduates.

EEG entropy rate: a sub‑critical biomarker for Alzheimer's disease – fully reproducible Python pipeline for open neuroscience.

A collection of experimental paradigms.

POMDP models of human evidence gathering under stochastic deadlines: suboptimality mechanisms, model comparison and recovery, and the cost of departing from optimality.