black-yt / ExtremeCast
ExtremeCast: Boosting Extreme Value Prediction for Global Weather Forecast
☆23Updated 7 months ago
Alternatives and similar repositories for ExtremeCast:
Users that are interested in ExtremeCast are comparing it to the libraries listed below
- Large-scale Time-series Dataset Towards Next-Generation Global Station Weather Forecasting Benchmark☆62Updated 5 months ago
- ICLR'2024 (Spotlight)☆17Updated 8 months ago
- Integrating Large Weather Models with Data Assimilation☆14Updated 9 months ago
- ☆54Updated this week
- ☆36Updated 4 months ago
- ClimODE: Climate and Weather Forecasting With Physics-informed Neural ODEs☆86Updated 7 months ago
- ☆23Updated 7 months ago
- ☆30Updated last week
- [NeurIPS 2023] Official implementation of "PreDiff: Precipitation Nowcasting with Latent Diffusion Models"☆118Updated 5 months ago
- ☆26Updated 4 months ago
- ☆19Updated 10 months ago
- [CVPR 2024] Official implementation of "DiffCast: A Unified Framework via Residual Diffusion for Precipitation Nowcasting"☆73Updated 3 months ago
- Compressing weather and climate data into neural networks☆16Updated 10 months ago
- ☆26Updated 2 years ago
- Implement code of paper "DeepPhysiNet: Bridging Deep Learning and Atmospheric Physics for Accurate and Continuous Weather Modeling"☆37Updated 10 months ago
- Official PyTorch Code for ICLR24 Workshop Paper: PostRainBench☆26Updated 10 months ago
- code for HiSTGNN: Hierarchical Graph Neural Networks for Weather Forecasting, Information Sciences☆14Updated last year
- Starter Kit for the NeurIPS 2023 Weather4cast competition☆16Updated last year
- The official codebase of ECCV2024 paper: PredBench: Benchmarking Spatio-Temporal Prediction across Diverse Disciplines.☆29Updated 5 months ago
- ☆11Updated 3 years ago
- Data access package for the SubseasonalClimateUSA dataset☆29Updated 4 months ago
- Starter Kit for the NeurIPS 2022 Weather4cast competition☆54Updated 2 years ago
- Weather4Cast 2023 NeurIPS Competition - RainAI☆14Updated last year
- Official implementation code of the paper: "TENT: Tensorized Encoder Transformer for temperature forecasting".☆19Updated last year
- Neural Manifold Operators (KDD 2024)☆17Updated 3 months ago
- ☆9Updated 5 months ago
- Implementation of the paper: "Aurora: A Foundation Model of the Atmosphere" in PyTorch☆19Updated last month
- ☆24Updated last year