Stars
A DQMC project based on the (attractive two-band model---ATBM) Hamiltonian introduced in https://doi.org/10.1103/PhysRevLett.125.247001. First, I reproduce their results finding a Neel state. Later…
Open source code for AlphaFold 2.
This repository contains implementations and illustrative code to accompany 76E2 DeepMind publications
A Probabilistic U-Net for segmentation of ambiguous images implemented in PyTorch
The Medical Detection Toolkit contains 2D + 3D implementations of prevalent object detectors such as Mask R-CNN, Retina Net, Retina U-Net, as well as a training and inference framework focused on d…
This package provides TensorFlow Ops for multidimensional volumetric image augmentation.
Manage your machine learning experiments with trixi - modular, reproducible, high fashion. An experiment infrastructure optimized for PyTorch, but flexible enough to work for your framework and you…
Semantic Segmentation Architectures Implemented in PyTorch
Practice with MCMC methods and dynamics (Langevin, Hamiltonian, etc.)
This project was carried out as part of the recruitment processs for a major AI company. The task was to implement a model for CG and PZ Prostate segementation on T2-weighted MR images. Project tim…