Theodor Peifer

somo. A human-friendly alternative to netstat for socket and port monitoring on Linux and macOS.

cachew-db. A light weight, typed, in-memory, ordered, key-value database.

cycle-gan-pytorch. This repository contains an implementation of the Cylce-GAN architecture for style transfer along with instructions to train on an own dataset.

font-generation-gan. A Generative Adversarial Network generating fonts similar as proposed by Hayashi et al.

neuro-evolution-simulation. Organisms evolving in a simulated ecosystem - an artificial life simulation.

unsupervised-image-clustering-using-autoencoders. Unsupervised clustering of the CIFAR-10 dataset using autoencoder bottlenecks and k-means clustering.

whatsapp-group-visualized. A simple dashboard for visualizing and analyzing your friends groups chat patterns on WhatsApp!

physarum-simulation. Processing

smiley-gan. My first ever implementation of a GAN using Pytorch, which learns to create human-like drawn smiley-faces.

compiler. Rust

block-collision-pi-approximation. An implementation of the π approximation using block collisions (3Blue1Brown's video: https://youtu.be/HEfHFsfGXjs).

tuml-config. Theos Ugly Markup Language.

gradient-descent-visualization. Live visualization of gradient descent optimizing a linear regression.

room-type-classification-with-pytorch. A CNN for classifying types of rooms (types: kitchen, living-, bath-, bed-room).

designs. A collection of digital design artifacts I created for my own projects or university (illustrations, websites, presentations, UI designs, etc.)

machine-learning-algorithms. This repository contains mulitple machine learning algirithms implemented from scratch.

mern-fullstack-app. A MERN stack application called "elouvre" for storing and interacting with data about artists.

covid19-chest-xray-classification. An attempt to classify x-ray images of healthy patients, patients with Covid-19 (/SARS-CoV-2) and patients with other pneumonia types.