Dr. Lei Zhang's repositories
BayesCog_Wien
Teaching materials for BayesCog at Faculty of Psychology, University of Vienna
COSN_webinar
Tutorial talks at the Chinese Open Science Webinar series
BayesCog_Part1
Teaching materials for BayesCog workshop, UKE Hamburg (Part 1).
BayesCog_Part2
Teaching materials for BayesCog workshop, UKE Hamburg (Part 2).
rl_cmdstanr
Mini tutorial on {cmdstanr} for the simple Rescorla-Wagner RL model
machine_learning_complete
A comprehensive repository containing 30+ notebooks on learning machine learning!
cheatsheets
Official Matplotlib cheat sheets
DABEST-Matlab
MATLAB package to generate contrast plots
MoralStrategiesFMRI
Code accompanying the manuscript: Van Baar, J., Chang, L., & Sanfey, A.G. (in press). The computational and neural substrates of moral strategies in social decision-making. Nature Communications.
stan-examples
Example Stan models for inspiration.
course-content
Summer course content for Neuromatch Academy
Deep_learning_fMRI_EEG
Implementation of deep learning models in decoding fMRI/EEG data in a context of semantic processing
isc-tutorial
Intersubject correlation (ISC) tutorial
MediationToolbox
Single-level and multi-level mediation analyses for any kind of data, with bootstrap-based significance testing. Neuroimaging-oriented functions allow for mediation effect parametric mapping (mapping of mediation effects across the brain) and multivariate mediation.
R_intro_workshop
R workshop
rdm-course
Research Data Management with DataLad
riksneurotools
Rik Henson's neuroimaging analysis tools