HeZhang1994

air-quality-prediction-model

Build an accurate fine-scale air quality prediction model

baiduyun

油猴脚本 直接下载百度网盘和百度网盘分享的文件,直链下载超级加速

digital-elevation-model

To transform, project, visualize, and read Digital Elevation Models (ASTERGDEMv2.0 and EUDEMv1.1). [简单实用] 数字高程模型的变换、投影、可视化和读取。

fancyimpute

Multivariate imputation and matrix completion algorithms implemented in Python

geospatial-machine-learning

A curated list of resources focused on Machine Learning in Geospatial Data Science.

gif-creator

To create a GIF image with user specified duration. [简单实用] 生成自定义延时的GIF图像。

GMatch4py

A graph matching library for Python

hypergraph-matching

Code of the paper "Game theoretic hypergraph matching for multi-source image correspondences". [论文代码] 超图匹配和多源图像特征点匹配。

video-audio-tools

To process/edit video and audio with Python+FFmpeg. [简单实用] 基于Python+FFmpeg的视频和音频的处理/剪辑。

weibo-crawler

To crawl Sina Weibo data (text, JPG/GIF images, live photos, and videos). [简单实用] 爬取新浪微博用户所发表或转发的文本、JPG/GIF图片、实况照片和视频。

HeZhang1994/grin

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

HeZhang1994/bmvc_2019

PyTorch code for our BMVC 2019 paper "Image Classification with Hierarchical Multigraph Networks"

HeZhang1994/BRITS

HeZhang1994/BRITS-1

Code of NIPS18 Paper: BRITS: Bidirectional Recurrent Imputation for Time Series

HeZhang1994/DIFFormer

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

HeZhang1994/Diffusion-based-Fluid-Super-resolution

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".

HeZhang1994/Diffusion-SpaceTime-Attn

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

HeZhang1994/gnn_hierarchical_pooling

Graph Neural Network with Hierarchical Pooling for PyTorch: "Hierarchical Graph Representation Learning with Differentiable Pooling".

HeZhang1994/Graph-U-Nets

Pytorch implementation of Graph U-Nets (ICML19)

HeZhang1994/GXN

Graph Cross Network

HeZhang1994/H-GCN

[IJCAI 2019] Source code and datasets for "Hierarchical Graph Convolutional Networks for Semi-supervised Node Classification"

HeZhang1994/H2MN

H2MN: Graph Similarity Learning with Hierarchical Hypergraph Matching Networks (KDD-2021)

HeZhang1994/hats

HATS: A Hierarchical Graph Attention Network for Stock Movement Prediction

HeZhang1994/HD-GCN

[arXiv] Hierarchically Decomposed Graph Convolutional Networks for Skeleton-Based Action Recognition

HeZhang1994/Hierarchical-Graph-Attention-Network

HeZhang1994/hierarchical_fashion_graph_network

Hierarchical Fashion Graph Network for Personalized Outfit Recommendation, SIGIR 2020

HeZhang1994/HighAir

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

HeZhang1994/HowToLiveLonger

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

HeZhang1994/MalGraph

Code for "MalGraph: Hierarchical Graph Neural Networks for Robust Windows Malware Detection"

HeZhang1994/MVPool

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

HeZhang1994/mvts-imputation

Multivariate Time Series Imputation by Graph Neural Networks and other methods

HeZhang1994/mvts-imputation-tsl

Multivariate Time Series Imputation by Graph Neural Networks and other methods

HeZhang1994/pyGAT

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

HeZhang1994/pygcn

Graph Convolutional Networks in PyTorch

HeZhang1994/SAGPool

Official PyTorch Implementation of SAGPool - ICML 2019

HeZhang1994/SHARE-parking_availability_prediction-Pytorch

Semi-Supervised Hierarchical Recurrent Graph Neural Network for City-Wide Parking Availability Prediction

HeZhang1994/sparsemax

:boom: A PyTorch Implementation of the Sparsemax operator (https://arxiv.org/pdf/1803.09820.pdf)

HeZhang1994/structurenet

StructureNet: Hierarchical Graph Networks for 3D Shape Generation

HeZhang1994/T-GCN

Temporal Graph Convolutional Network for Urban Traffic Flow Prediction Method

HeZhang1994/Time-Series-Forecasting-and-Deep-Learning

Resources about time series forecasting and deep learning.