CarinaFo

berlin_brains_2023

2 day workshop on advanced topics in M/EEG analyis using mne python

MNE_workshop_liverpool_2024

EEG analysis with MNE-Python Intro 2 day course

mne-python

MNE: Magnetoencephalography (MEG) and Electroencephalography (EEG) in Python

2021-bordeaux-dataviz

Scientific Visualization Crash Course (Python & Matplotlib)

2021-bordeaux-git

ag_lernen

our labs github page with scripts and useful stuff for new lab members

course-content

Summer course content for Neuromatch Academy

CS50

AI course Harvard

ExPeCoN_ms

HMM-MAR

Toolbox for segmentation and characterisation of transient connectivity

img_pipe

Image processing pipeline for ECoG data

intro_to_jax

Introductory notebooks to deep learning using jax

RainCloudPlots

Code and tutorials to visualise your data that is both beautiful *and* statistically valid

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.

metadpy

Metacognitive efficiency modelling in Python.

mMSE

Code & short tutorial for modified multi-scale entropy analysis

mne_course

Resources for an introductory course on signal processing in the MNE-Python package.

NeuroKit_dev

NeuroKit2: The Python Toolbox for Neurophysiological Signal Processing

Neuromatch_project

numerical-linear-algebra

Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course

p300_alpha

"P300 is generated by alpha rhythm" accompanying code

precourse

A repo for the pre-course work at home exercises

pybrain_mne

Material for Pybrain 2020 MNE-Python workshop

rstan

RStan, the R interface to Stan

spm12-dartel

Preprocessing of functional and structural MRI data into standardized MNI space using SPM12 and DARTEL.

ssm

Bayesian learning and inference for state space models

stat_rethinking_2023

Statistical Rethinking Course for Jan-Mar 2023

tapas

TAPAS - Translational Algorithms for Psychiatry-Advancing Science