kejiejiang

batchgenerators

A framework for data augmentation for 2D and 3D image classification and segmentation

BayesianModelUpdating

Tutorials and examples of advanced sampling methods for solving Bayesian Model Updating Problems

context_encoder_pytorch

PyTorch Implement of Context Encoders: Feature Learning by Inpainting

deepmind-research

This repository contains implementations and illustrative code to accompany DeepMind publications

deepxde

Deep learning library for solving differential equations

DnCNN

Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising (TIP, 2017)

DPIR

Deep Plug-and-Play Image Restoration (PyTorch)

Fast-SCNN-pytorch

A PyTorch Implementation of Fast-SCNN: Fast Semantic Segmentation Network

GLCIC-PyTorch

A High-Quality PyTorch Implementation of "Globally and Locally Consistent Image Completion".

gru_ode_bayes

Pytorch implementation of GRU-ODE-Bayes

Highway-Traffic-Dynamics-KMD-Code

melgan

MelGAN vocoder (compatible with NVIDIA/tacotron2)

PEN-Net-for-Inpainting

[CVPR'19]PEN-Net: Learning Pyramid-Context Encoder Network for High-Quality Image Inpainting

Pontryagin-Differentiable-Programming

Pontryagin Differentiable Programming: A Unified End-to-End Learning and Control Framework

PyDMD

Python Dynamic Mode Decomposition

pytorch-CycleGAN-and-pix2pix

Image-to-Image Translation in PyTorch

PyTorch-GAN

PyTorch implementations of Generative Adversarial Networks.

pytorch-grad-cam

PyTorch implementation of Grad-CAM

pytorch-ts

PyTorch based Probabilistic Time Series forecasting framework based on GluonTS backend

Pytorch-UNet

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

PyTorch_Tutorial

《Pytorch模型训练实用教程》中配套代码

RoadDamageDetector

Sap2OpenSees

Data Transmission from Sap2000 to OpenSees

SOFTX-D-21-00063

A tool for finite element model (FEM) visualization and post-processing for OpenSees. To cite this Original Software Publication: https://www.sciencedirect.com/science/article/pii/S2352711021000789

srgan

Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network

SSIM_Seq2Seq

SSIM - A Deep Learning Approach for Recovering Missing Time Series Sensor Data

unetgan

Implementation of the paper "A U-Net Based Discriminator for Generative Adversarial Networks" (CVPR 2020)

VAE-for-Regression

A toy example of VAE-regression network

VarNet

Variational Neural Networks for the Solution of Partial Differential Equations

vid2vid

Pytorch implementation of our method for high-resolution (e.g. 2048x1024) photorealistic video-to-video translation.