Ruben Dörfel's repositories
bap2a-public
Repository for the paper "Multimodal brain age prediction using machine learning: combining structural MRI and 5-HT2AR PET derived features"
BrainAgePredictionResNet
3D residual neural network that predicts age based on brain MRI images (implemented using TensorFlow 2).
brainageR
Software for generating a brain-predicted age value, using Gaussian Processes regression, implemented in R
deep-learning-with-python-notebooks
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
fsqc
A set of quality control scripts for FreeSurfer- and FastSurfer-processed structural MRI data
March-Madness-ML
Machine learned bracketology
march_madness_2023
Predicting the outcome of NCAA March Madness
master_thesis_public
This it the code for my master thesis:
mne-cpp
MNE-CPP: A Framework for Electrophysiology
outreach
talks, posters, educational material, everything we do is free and open
plain-academic
A truly simple website template for academics
plotting
High level plotting routines to create publication ready plots with Python, matplotlib and seaborn.
Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
pubmed-search
Command line application to search Pubmed
pyment_wrapper
A Wrapper for pyment
scikit-learn
scikit-learn: machine learning in Python