HeQinWill / awesome-WeatherAILinks
A curated list of awesome resources related to using AI for weather forecasting and climate modeling.
☆12Updated 6 months ago
Alternatives and similar repositories for awesome-WeatherAI
Users that are interested in awesome-WeatherAI are comparing it to the libraries listed below
Sorting:
- Awesome-AI4Earth: a curated list of machine learning in Earth System, especially for weather and climate.☆13Updated last year
- ☆12Updated last year
- Large-scale Time-series Dataset Towards Next-Generation Global Station Weather Forecasting Benchmark☆73Updated 11 months ago
- ☆11Updated last year
- [NeurIPS 2024] Terra: A Multimodal Spatio-Temporal Dataset Spanning the Earth☆66Updated 2 months ago
- Repository for Extreme Precipitation Nowcasting using Transformer-based Generative Models paper☆20Updated 8 months ago
- Implement code of paper "DeepPhysiNet: Bridging Deep Learning and Atmospheric Physics for Accurate and Continuous Weather Modeling"☆42Updated last year
- ExtremeCast: Boosting Extreme Value Prediction for Global Weather Forecast☆28Updated last year
- ☆22Updated 4 months ago
- ☆20Updated last year
- Official implementation code of the paper: "TENT: Tensorized Encoder Transformer for temperature forecasting".☆20Updated last year
- seominseok0429 / W4C22-Simple-Baseline-for-Weather-Forecasting-Using-Spatiotemporal-Context-Aggregation-NetworkW4C22-Simple Baseline for Weather Forecasting Using Spatiotemporal Context Aggregation Network (NeurIPS22 Challenge))☆20Updated 2 years ago
- ☆15Updated 10 months ago
- Weather4Cast 2023 NeurIPS Competition - RainAI☆14Updated last year
- Official PyTorch Code for ICLR24 Workshop Paper: PostRainBench☆28Updated last year
- [NeurIPS 2022]RainNet: A Large-Scale Imagery Dataset and Benchmark for Spatial Precipitation Downscaling☆59Updated 11 months ago
- Starter Kit for the NeurIPS 2022 Weather4cast competition☆55Updated 2 years ago
- ☆18Updated 5 months ago
- The official code for "Mitigating Time Discretization Challenges with WeatherODE: A Sandwich Physics-Driven Neural ODE for Weather Foreca…☆15Updated 10 months ago
- Implementation of MetNet-3, SOTA neural weather model out of Google Deepmind, in Pytorch☆221Updated last year
- ☆13Updated 3 years ago
- ☆65Updated 5 months ago
- ☆29Updated last year
- Official repo for "Solar Irradiance Anticipative Transformer" paper to be published in CVPR workshop Earth Vision 2023☆14Updated 2 years ago
- The source code of the SOTA Dynamic Graph Reformer model for weather station prediction.☆11Updated last year
- ☆14Updated 6 months ago
- A large compression model for weather and climate data, which compresses a 400+ TB ERA5 dataset into a new 0.8 TB CRA5 dataset.☆79Updated 10 months ago
- Starter Kit for the NeurIPS 2023 Weather4cast competition☆20Updated last year
- A MetNet implementation in Pytorch and fastai☆31Updated 4 years ago
- ☆29Updated last year