Vincent Stimper

normalizing-flows. PyTorch implementation of normalizing flow models

mclahe. NumPy and Tensorflow implementation of the Multidimensional Contrast Limited Adaptive Histogram Equalization (MCLAHE) procedure

resampled-base-flows. Normalizing Flows with a resampled base distribution

boltzmann-generators. Implementation of methods to sample from Boltzmann distributions

icp. Tensorflow implementation of the iterative closest point (ICP) algorithm determining a translation and scaling along specified axes

hmc-hyperparameter-tuning. Framework to tune the hyperparameters of Hamiltonian Monte Carlo in an automated fashion

Soccer-Prediction-Model. These are the R scripts used to calculate the model coefficients for the Android application.

AFM-Image-Segmentation. Atomic Force Microscopy (AFM) images with DNA strands and nucleosome can be segmented by Fully Convolutional Neural Networks (FCN). This repository contains scripts to design, train and validate them.

tf-batch-gather-extension. Extension of the existing batch_gather function in tensorflow to allow a higher dimension of the indices

COVID-19-modeling. Modeling the spread of the disease COVID-19

google-colab-demo. Demo on how to use Google Colab

Soccer-Prediction-App. This is an Android application which predicts the results of a German soccer league match.