Matthias Zeller's Projects
Project for course Applied Data Analysis: "Inverse Chilling Effect: General Data Protection Regulation application and Wikipedia Use"
Materials for Applied Data Analysis CS-401, fall 2020
Sample web application for the AWS DevOps Engineer Learning Path.
simple command line generator of c++ classes
Programming tools: contents table generator for Jupyter/Markdown, comments block generator
Gather latex templates for reports, course summaries, and cheatsheets. Overleaf bridge.
Graph Neural Networks for Mycardial Infarction Prediction
Randomized Algorithms for Gaussian Process Inference
Genome-to-Genome Study of Hepatitis B Virus-infected individuals; EPFL, Fellay lab
Scalable microservices platform meant for hosting on Raspberrypi, featuring internet-facing revproxy with authentication
Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.
Linear algebra : solver for Sylvester equation with recursive blocked algorithm
Markov Chain Monte Carlo (MCMC) applied to Inverse Bayesian Inference Problem
EPFL Machine Learning Course, Fall 2020
OpenMMLab Pre-training Toolbox and Benchmark
OpenMMLab Model Compression Toolbox and Benchmark.
OpenMMLab Semantic Segmentation Toolbox and Benchmark.
Incomplete NeuronNet implementation
EPFL Course - Optimization for Machine Learning - CS-439
Impact of Optimisation Algorithm on Adversarial Training of a Neural Net for Image Recognition.
Client-server package to remotely control a Raspberrypi Pi Pico W
Thermodynamics formulas implementation and user interface in Python for Numworks calculator
The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.
Segment anything UI for annotations
Code for paper "Deep Neural Network to Accurately Predict Left Ventricular Systolic Function Under Mechanical Assistance", Bonnemain et al., 2021, Frontiers in Cardiovascular Medicine