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did-somebody-say-corgi

Image Synthesis + Corgis = <3

digital-garden-jekyll-template

For my digital garden "Garden51"

driver-dojo

A benchmark towards generalizable reinforcement learning for autonomous driving.

driver-dojo-gen

driver-dojo-zoo

efficientalphazero

AlphaZero for singleplayer environments implemented efficiently using Ray

essential-ml-algorithms

Implementation of essential Machine Learning algorithms from scratch.

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.

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.

reddit-downloader

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

shadow-matte-consistency

Python implementation of the image forgery detection approach "Identifying Image Composites Through Shadow Matte Consistency" by Liu et al.

stylegan2-ada

StyleGAN2 with adaptive discriminator augmentation (ADA) - Official TensorFlow implementation

tianshou

An elegant PyTorch deep reinforcement learning library.