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Dominik Schmidt's Projects

artgan icon artgan

progressively growing WGAN-GP trained on an art dataset

cs231n-assignments icon cs231n-assignments

Assignments for the CS231n Stanford lecture "Convolutional Neural Networks for Visual Recognition"

eepromfs icon eepromfs

A very simple filesystem for up to 65kB EEP-ROM chips

jax-raytracing icon jax-raytracing

Raytracing renderer written in Jax, w/ jitting, gpu support, basic materials.

lapo icon lapo

Code for the ICLR 2024 spotlight paper: "Learning to Act without Actions" (introducing Latent Action Policies)

multitask-dojo icon multitask-dojo

Multitask-dojo is a reinforcement learning environment for research on multi-task RL, generalization, and transfer learning.

nmf-svd icon nmf-svd

Non-negative matrix factorization, singular value decomposition, TF-IDF and co-occurrence matrices

np-hard icon np-hard

Various NP hard optimization problems and solutions

rainbow icon rainbow

Rainbow DQN implementation accompanying the paper "Fast and Data-Efficient Training of Rainbow" which reaches 205.7 median HNS after 10M frames. 🌈

recipenet icon recipenet

Training a neural network to improve recipes by adding new and fitting ingredients. Based on the simplified-recipes-1M dataset.

spectral-clustering-exp icon spectral-clustering-exp

Spectral clustering on graphs demo implemented in javascript with custom force-based graph drawing.

tm-compiler icon tm-compiler

incomplete and not very useful code-to-turing-machine compiler

typical-sets icon typical-sets

Empirical demo of some inequalitites related to weakly and strongly typical sets in information theory

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