AlexanderMath

fasth

Code for the article "What if Neural Networks had SVDs?", to be presented as a spotlight paper at NeurIPS 2020.

FastFID

Code to compute (and backpropagate) FID for a mini-batch of fake samples.

machine-learning-teaching-material

Material I used as a teaching assistant during the Machine Learning course at Aarhus University.

normalizing-flows

Use train.py with --model for either realnvp, glow, iresnet or flow++.

itf

Library for Normalizing Flow in TensorFlow 2.0.

npnet

Neural Network implemented in Numpy with backpropagation and momentum.

academic-kickstart

AIRS

Artificial Intelligence Research for Science (AIRS)

drugs

Code for Kaggle competition: Mechanisms of Action (MoA) Prediction

keras-gan

Keras implementation of original GAN, least-squares GAN and Wasserstein GAN. Check out the animation that compares the different GANs during training!

pixcnn

Simple PixelCNN implementation in PyTorch to understand the details and quickly try different experiments.

dftloss

Train NN with "DFTs loss function."

invertible-resnet

Official Code for Invertible Residual Networks

protein-data-bank

Code for downloading, preprocessing and visualizing structural proteins from world wide protein data bank.

RoseTTAFold-All-Atom

the-magical-dft

Contains different cool (almost magical) properties of the DFT.

webmace

MD simulation in browser w/ tensorflow.js (using MACE)