Curated list of interactive ML demos

Hyperbolic Graph Convolutional Networks in PyTorch.

Graph Cross Network

Pytorch implementation of Graph U-Nets (ICML19)

Graph Convolutional Networks in PyTorch

Pytorch implementation of the Graph Attention Network model by Veličković et. al (2017, https://arxiv.org/abs/1710.10903)

Official repository for the paper "Sparse Graph Learning from Spatiotemporal Time Series" (JMLR 2023)

The official implementation for ICLR23 spotlight paper "DIFFormer: Scalable (Graph) Transformers Induced by Energy Constrained Diffusion"

Hierarchical Multi-View Graph Pooling with Structure Learning (TKDE-2021)

We give simplified gcn and gat models

SOTA medical image segmentation methods based on various challenges

Resources about time series forecasting and deep learning.

Official implementation of the paper "Harnessing the Spatial-Temporal Attention of Diffusion Models for High-Fidelity Text-to-Image Synthesis"

QGIS is a free, open source, cross platform (lin/win/mac) geographical information system (GIS)

Temporal Graph Convolutional Network for Urban Traffic Flow Prediction Method

[AAAI-23 Oral] Official implementation of the paper "Are Transformers Effective for Time Series Forecasting?"

A Deep Learning Python Toolkit for Healthcare Applications.

PyTorch implementation of the diffusion-based method for CFD data super-resolution proposed in the paper "A Physics-informed Diffusion Model for High-fidelity Flow Field Reconstruction".

inspired by 'Recurrent Neural Networks for Multivariate Time Series with Missing Values' pytorch ver

K210基础入门教程 edit by Kyle阿凯

tsl: a PyTorch library for processing spatiotemporal data.

程序员延寿指南 | A programmer's guide to live longer

Official PyTorch Implementation of SAGPool - ICML 2019

Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.

Multivariate Time Series Imputation by Graph Neural Networks and other methods

Official repository for the paper "Filling the G_ap_s: Multivariate Time Series Imputation by Graph Neural Networks" (ICLR 2022)

The source codes for HighAir: A Hierarchical Graph Neural Network-Based Air Quality Forecasting Method

A graph matching library for Python

Command-line program to download videos from YouTube.com and other video sites