Projects

Python code for Data Visualization and Simulation

Contains a Jupyter Notebook for generating both simple and interactive figures in Python

Python code for Data Visualization and Simulation

Code for Humans Adopt Different Exploration Strategies Depending on the Environment

Python code for Ferguson et al., 2023, CBB

Code for Humans Adopt Different Exploration Strategies Depending on the Environment

Using Python for Computational Modelling of Human Data

Provides a Jupyter notebook of a tutorial to use computational models to analyze human behavioural data

Using Python for Computational Modelling of Human Data

Reinforcement Learning Workshop

Provides introductory code for validating a few computational modelling and then applying these models to human choice data

Reinforcement Learning Workshop

Grid World Solutions

A Matlab file and associated function which solves the grid-world problem from Reinforcement Learning

Grid World Solutions

Bandit Task Solutions

Matlab scripts for Bandit Task algorithms

Bandit Task Solutions

Code for the book "Computational Modeling of Cognition and Behavior"

Solutions to the first 7 chapters - based on the R code provided by the book

Code for the book "Computational Modeling of Cognition and Behavior"

Introduction to R

Provides introductory code for installing packages, loading data, and running very basic statistical analyses.

Introduction to R