J-Fabila

flare

An open-source Python package for creating fast and accurate interatomic potentials.

sycltrain

Training examples for SYCL

maceewald

MACE+EwaldMP

pytorch-CycleGAN-and-pix2pix

Image-to-Image Translation in PyTorch

pix2pix

Image-to-image translation with conditional adversarial nets

pix2pix3D

pix2pix3D: Generating 3D Objects from 2D User Inputs

vox2vox

3D volume-to-volume generative adversarial network for medical image segmentation

FreehandUSRecon

Source code for DCL-Net, a deep learning model for sensorless freehand 3D ultrasound volume reconstruction.

E-Pix2Vox-reconstruction

Code to implement "Efficient Pix2Vox++ for 3D Cardiac Reconstruction from 2D echo views"

3D-reconstruction-from-2D-ultrasound-images

Python program to convert slices of 2D images to 3D structure

Modeling-a-3D-ultrasound-scan-and-reconstruction

A sphere needs to be scanned in multiple angles and the resultant images need to be extracted. Then they would be used to reccreate the sphere. This was a task which was supposed to be completed in 24hrs.

PlaneInVol

A network, trained with just registered volumes, to predict the 3D location of 2D freehand ultrasound fetal brain images and video

mace

MACE - Fast and accurate machine learning interatomic potentials with higher order equivariant message passing.

Snake-Reinforcement-Learning

Applying basic reinforcement learning principles using the Snake game in Python

medpy

Medical image processing in Python

FedMD_clean

FedMD: Heterogenous Federated Learning via Model Distillation

lunar-lander

Implementation of deep reinforcement learning algorithms for training an agent to play the game lunar lander

yolov10

YOLOv10: Real-Time End-to-End Object Detection [NeurIPS 2024]

nnUNet

pytorch-transformer

Attention is all you need implementation

decision-transformer

Official codebase for Decision Transformer: Reinforcement Learning via Sequence Modeling.

Pytorch-UNet

PyTorch implementation of the U-Net for image semantic segmentation with high quality images

gnn-project

A Graph Neural Network project on HIV data

FPUS23

gemnet_pytorch

GemNet model in PyTorch, as proposed in "GemNet: Universal Directional Graph Neural Networks for Molecules" (NeurIPS 2021)

Dipole-ACF

A Python (version 2.7) script for calculating the IR spectrum based on the Fast Fourier Transform (FFT) of the Auto-Correlation Function of the total dipole moment data (Dipole-ACF, or DACF). The total dipole moment data were generated from the CP2K ab initio molecular dynamics (AIMD) simulations.

flower

Flower: A Friendly Federated AI Framework

mldl-md-dynamics

A repository of update in molecular dynamics field by recent progress in machine learning and deep learning.

simple_unet

Simple Unet implementation to copy paste

pytorch-3dunet

3D U-Net model for volumetric semantic segmentation written in pytorch