alexandermath Goto Github PK

academic-kickstart

airs

Artificial Intelligence Research for Science (AIRS)

dftloss

Train NN with "DFTs loss function."

drugs

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

fastfid

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

fasth

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

invertible-resnet

Official Code for Invertible Residual Networks

itf

Library for Normalizing Flow in TensorFlow 2.0.

keras-gan

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

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++.

npnet

Neural Network implemented in Numpy with backpropagation and momentum.

pixcnn

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

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)