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Starred repositories
Topological Neural Networks go Persistent, Equivariant and Continuous
The main goal of FengWu-GHR is to enable LWM inference with minimal setup and state-of-the-art performance on a wide variety of hardware - locally and in the cloud.
MSGNet: Learning Multi-Scale Inter-Series Correlations for Multivariate Time Series Forecasting (AAAI2024)
WeatherDataHub 是一个高效、全面的气象数据处理工具库，支持多种数据格式和来源，旨在帮助气象学家、数据科学家和研究人员轻松处理和分析各类气象数据。
Multi-Graph Convolutional Neural Networks
MMGCN: Multi-modal Graph Convolution Network forPersonalized Recommendation of Micro-video
Multi-View Spatial-Temporal Graph Convolutional Networks with Domain Generalization for Sleep Stage Classification.
Weather4Cast 2023 NeurIPS Competition - RainAI
Code for the Paper "GA-SmaAt-GNet: Generative Adversarial Small Attention GNet for Extreme Precipitation Nowcasting"
The tutorials for PyPOTS, guide you to model partially-observed time series datasets.
PM2.5-GNN: A Domain Knowledge Enhanced Graph Neural Network For PM2.5 Forecasting
This sample app demonstrates how to design and optimize wind farm layouts.
Python code and notebook for processing ERA5 reanalysis NetCDF files into the WPS intermediate format
Sources and methods for downscaling GraphCast forecasts in GRIB format with WRF-ARW (or MPAS)
A Python library for spherical harmonic computations on vector winds.
A format-agnostic Python interface for geospatial data
Green's function experiments with the Ai2 Climate Emulator
The official code for the paper HR-Extreme: A High-Resolution Dataset for Extreme Weather Forecasting
This repository contains the weather forecast project using Spatio-Temporal Graph Neural Networks.
Graph-based Weather Ensemble Network that generates additional weather model ensemble members by dynamical training of a GNN.