Sebastian Rietsch's repositories
Did-Somebody-Say-Corgi
Image Synthesis + Corgis = <3
driver-dojo
A benchmark towards generalizable reinforcement learning for autonomous driving.
ForkGAN-pytorch
A PyTorch port of ForkGAN featuring neat little extras like multi-gpu training, automatic mixed precision, instance-level losses for improved translation results of small objects as well as neural architecture improvements and multiscale discriminators.
efficientalphazero
AlphaZero for singleplayer environments implemented efficiently using Ray
Shadow-Matte-Consistency
Python implementation of the image forgery detection approach "Identifying Image Composites Through Shadow Matte Consistency" by Liu et al.
Essential-ML-Algorithms
Implementation of essential Machine Learning algorithms from scratch.
digital-garden-jekyll-template
For my digital garden "Garden51"
GANs-from-scratch
Jupyter notebooks of common GAN architectures.
gym
A toolkit for developing and comparing reinforcement learning algorithms.
lost-ark-market-helper
A little quality of life tool that mashes some buttons for you to comfortably look up the gold value of those juicy gear pieces occupying half of your inventory space.
Mathmatics-for-Machine-Learning-cheatsheet
A quick and dirty overview of definitions from 'Mathmatics for Machine Learning' by Deisenroth et. al. for easier memorization.
ML-notes
Some notes about machine learning concepts.
Reinforced-Tone-Synthesis
Reinforcement learning applied to sound synthesis.
RenderMan
Command line C++ and Python VSTi Host library with MFCC, FFT, RMS and audio extraction and .wav writing.
scenariogeneration
Python library to generate linked OpenDRIVE and OpenSCENARIO files
stylegan2-ada
StyleGAN2 with adaptive discriminator augmentation (ADA) - Official TensorFlow implementation
tianshou
An elegant PyTorch deep reinforcement learning library.