PeerHerholz

AI_in_CogNeuro

Materials for AI in Cognitive Neuroscience Summer School, 2024

version-control-course-uhh-eur-ws24

This repository contains the source code for the course website of the full-semester course on "Track, organize and share your work: An introduction to Git for research" at University of Hamburg and Erasmus University Rotterdam.

ml_and_brain_2023

CMPUT 624 at UAlberta / Machine Learning & the Brain Repo. Course Landing page with links to videos, code and slides.

saccades

Train dual-stream recurrent neural networks to count the number of items in a visual array

cortico_cereb_connectivity

Cortico cerebellar connectivity models from the Diedrichsenlab

multimodal

TorchMultimodal is a PyTorch library for training state-of-the-art multimodal multi-task models at scale.

multimodal-deep-learning

This repository contains various models targetting multimodal representation learning, multimodal fusion for downstream tasks such as multimodal sentiment analysis.

bids_sm_model_spec_gui

GUI for generating BIDS Stats Model model spec json files

awful-ai

😈Awful AI is a curated list to track current scary usages of AI - hoping to raise awareness

Lens

LENS Project

advanced-git

Course materials for a one-day workshop about advanced features of git & github

intro-to-git

Course materials for a one-day workshop introducing the essentials of using git and GitHub

neuro4ml.github.io

Neuroscience for machine learners course

methods_in_neuro

A list of links and resources for my Methods in Neuroimaging Course

audio-ai-timeline

A timeline of the latest AI models for audio generation, starting in 2023!

neuroai-w1d1

PythonNumericalDemos

Well-documented Python demonstrations for spatial data analytics, geostatistical and machine learning to support my courses.

ANTsPyNet

Pre-trained models and utilities for deep learning on medical images in Python

Introduction-RStudio-Git-GitHub

Collaborative-RStudio-GitHub

Audio-Classification

Code for YouTube series: Deep Learning for Audio Classification

picoGPT

An unnecessarily tiny implementation of GPT-2 in NumPy.

llm-course

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

containers-introduction-training

Course website "Docker and Singularity for reproducible research: getting started with containers"

LLM-finetuning-scripts

leaf-pytorch

PyTorch implementation of the LEAF audio frontend

leaf-audio

LEAF is a learnable alternative to audio features such as mel-filterbanks, that can be initialized as an approximation of mel-filterbanks, and then be trained for the task at hand, while using a very small number of parameters.

mriqc-classification

Classification exploration of MRIQC outputs

Bard-API

The unofficial python package that returns response of Google Bard through cookie value.

tomlparse

argparse.ArgumentParser wrapper to parse TOML files from the command-line