Pinned Repositories
ai-models
ai-models-fuxi
attention-is-all-you-need-pytorch
A PyTorch implementation of the Transformer model in "Attention is All You Need".
Autoformer
About Code release for "Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting" (NeurIPS 2021), https://arxiv.org/abs/2106.13008
awesome-ai4s
AI for Science 论文解读合集（持续更新ing），论文/数据集/教程下载：hyper.ai
awesome-atmos
A curated list of awesome Python libraries, software and resources in Atmosphere, Environment and Machine Learning
Awesome-LWMs
☁️ A Collection of Awesome Large Weather Models (LWMs) | AI for Earth (AI4Earth) | AI for Science (AI4Science)
graphcast
Stark
[ICCV'21] Learning Spatio-Temporal Transformer for Visual Tracking
weather4cast-2022-stage2
wp8733684's Repositories
wp8733684/graphcast
wp8733684/weather4cast-2022-stage2
wp8733684/ai-models-fuxi
wp8733684/Autoformer
About Code release for "Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting" (NeurIPS 2021), https://arxiv.org/abs/2106.13008
wp8733684/Awesome-GNN4TS
Awesome resources related to GNNs for Time Series Analysis (GNN4TS) 🔥 https://arxiv.org/abs/2307.03759
wp8733684/awesome-precipitation-nowcasting
A list of Precipitation Nowcasting papers and related resources.
wp8733684/Awesome-TimeSeries-SpatioTemporal-LM-LLM
A professional list on Large (Language) Models and Foundation Models (LLM, LM, FM) for Time Series, Spatiotemporal, and Event Data.
wp8733684/d2l-zh
《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被55个国家的300所大学用于教学。
wp8733684/OpenSTL
OpenSTL: A Comprehensive Benchmark of Spatio-Temporal Predictive Learning
wp8733684/pycaret
An open-source, low-code machine learning library in Python
wp8733684/pytorch-forecasting
Time series forecasting with PyTorch
wp8733684/skillful_nowcasting
Implementation of DeepMind's Skillful Nowcasting GAN https://arxiv.org/abs/2104.00954
wp8733684/Swin-Transformer
This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".
wp8733684/dl4ds
Deep Learning for empirical DownScaling. Python package with state-of-the-art and novel deep learning algorithms for empirical/statistical downscaling of gridded data
wp8733684/earth
a project to visualize global weather conditions
wp8733684/ERA5_PredRNN
wp8733684/GWEN
Graph-based Weather Ensemble Network that generates additional weather model ensemble members by dynamical training of a GNN.
wp8733684/HiSTGNN
Codes for paper HiSTGNN
wp8733684/LightNetPlus
wp8733684/pbdl-book
Welcome to the Physics-based Deep Learning Book (v0.2)
wp8733684/PhyDNet
Code for our CVPR 2020 paper "Disentangling Physical Dynamics from Unknown Factors for UnsupervisedVideo Prediction"
wp8733684/PyTDA
Python Turbulence Detection Algorithm (PyTDA)
wp8733684/RainNet
[NeurIPS 2022]RainNet: A Large-Scale Imagery Dataset and Benchmark for Spatial Precipitation Downscaling
wp8733684/Severe_weather_CGAN
wp8733684/ST-LSTM-SA
wp8733684/Traffic-Prediction-Open-Code-Summary
Summary of open source code for deep learning models in the field of traffic prediction
wp8733684/TSFpaper
This repository contains a reading list of papers on Time Series Forecasting/Prediction (TSF) and Spatio-Temporal Forecasting/Prediction (STF). These papers are mainly categorized according to the type of model.
wp8733684/weather4cast
Code accompanying our IARAI Weather4cast Challenge
wp8733684/weather4cast-2022
WeatherFusionNet - our solution to the NeurIPS 2022 Weather4cast competition
wp8733684/weatherbench2
A benchmark for the next generation of data-driven global weather models.