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batchshaping

bayesian-neural-network-pytorch

PyTorch implementation of bayesian neural network.

cycleganwithperceptionloss

CycleGANs with perception loss for clarifying rainy images. A pytorch framework.

deep-forest

An Efficient, Scalable and Optimized Python Framework for Deep Forest (2021.2.1)

dropcluster

PyTorch implementation of dropCluster

freia

Framework for Easily Invertible Architectures

fsl_mrs

Mirror of the FSL-MRS gitlab repository

g-mlp

PyTorch implementation of Pay Attention to MLPs

globalattention

Pytorch module for implementing global attention as described in my new paper

gon-pytorch

graphormer

Graphormer is a deep learning package that allows researchers and developers to train custom models for molecule modeling tasks. It aims to accelerate the research and application in AI for molecule science, such as material design, drug discovery, etc.

guild.ai-x-pytorch-lightning

Sample implementation of orchestrating PyTorch Lightning models via its CLI managed by guild.ai

impartial-multi-task-learning

PyTorch implementation of "Towards Impartial Multi-Task Learning"

license

OONI License

mr-sequence-diagrams

Draw MR Sequence Diagrams for LaTeX / MetaPost

mri-education-resources

Resources for learning the principles of magnetic resonance imaging (MRI)

mrs-educational-book

Getting started with MRS: A digital collection of community-sourced educational materials

mrs-sim

MRS-Sim is an open-source framework for simulating in vivo-like MRS data. This work aims to combine the most current knowledge and start-of-art techniques to simulate data that is as real as possible. This model makes use of several novel simulation techniques and will soon incorporate experimental results to further improve the clinical relevance.

mrshub-website

MRSHub website repository

nn.bidrectionalspectralnorm

Pytorch implementation of a bidirectional spectral norm wrapper similar to the torch.nn.utils.spetral_norm

obsidianlabbooktemplate

An Obsidian template of my lab diary for project management

osprey

All-in-one toolbox for processing of magnetic resonance spectroscopy data.

pfgmpp

Code for ICML 2023 paper, "PFGM++: Unlocking the Potential of Physics-Inspired Generative Models"

preprocessing

pyentropy

Entropy for Python

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch-msssim

PyTorch differentiable Multi-Scale Structural Similarity (MS-SSIM) loss

reformer-pytorch

Reformer, the efficient Transformer, in Pytorch

synctrayzor

Windows tray utility / filesystem watcher / launcher for Syncthing

torch.nn.cubichermiteinterpolation

CubicHermite interpolators written in PyTorch. These funcitons inherit nn.Module, are autograd-compatible, CUDA-compatible, and can be seamlessly incorporated in neural networks.