yamizi

GNN_OPF_electricity_market

DeepOPF-Codes

This repository stores the main codes for the DeepOPF projects.

DeepOPF-FT

hwjcode

GraphNeuralSolver

SDSS-ML

These scripts explore galaxy/quasar/star classification from optical and infrared magnitudes using supervised machine learning.

Awesome-Diffusion-Models

A collection of resources and papers on Diffusion Models

gvxr-CMPB

Simulation of X-ray projections on GPU: benchmarking gVirtualXray with clinically realistic phantoms

ClinicalDG

An Empirical Framework for Domain Generalization In Clinical Settings

TauMed

Image-Processing-Techniques

Implementations of Fourier Transform, Laplacian Pyramids, Edge Detection

pytorch-adapt

Domain adaptation made easy. Fully featured, modular, and customizable.

smoothing-adversarial

Code for our NeurIPS 2019 *spotlight* "Provably Robust Deep Learning via Adversarially Trained Smoothed Classifiers"

smoothing

Provable adversarial robustness at ImageNet scale

clever_robustness_pytorch

A fast re-implementation of CLEVER https://openreview.net/pdf?id=BkUHlMZ0b in PyTorch

MedMNIST

[pip install medmnist] 18x Standardized Datasets for 2D and 3D Biomedical Image Classification

pytorch-classification-uncertainty

This repo contains a PyTorch implementation of the paper: "Evidential Deep Learning to Quantify Classification Uncertainty"

pytorch-grad-cam

Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.

batch_norm_adaptation.pytorch

adversarial_patches

AutoAugment

Unofficial Pytorch implementation of the paper 'AutoAugment: Learning Augmentation Strategies From Data' experiment on CIFAR-10 with WideResNet 28-10

LibMTL

A PyTorch Library for Multi-Task Learning

mtan

The implementation of "End-to-End Multi-Task Learning with Attention" [CVPR 2019].

PlotNeuralNet

Latex code for making neural networks diagrams

loss-landscapes

Approximating neural network loss landscapes in low-dimensional parameter subspaces for PyTorch

neural_renderer

A PyTorch port of the Neural 3D Mesh Renderer

AutoAugment

Unofficial implementation of the ImageNet, CIFAR 10 and SVHN Augmentation Policies learned by AutoAugment using pillow

EfficientNet-PyTorch

A PyTorch implementation of EfficientNet

AGN-pytorch

Adversarial Generative Network (AGN) implementation in PyTorch

GradVis