openclimatefix / skillful_nowcastingLinks
Implementation of DeepMind's Deep Generative Model of Radar (DGMR) https://arxiv.org/abs/2104.00954
☆271Updated last week
Alternatives and similar repositories for skillful_nowcasting
Users that are interested in skillful_nowcasting are comparing it to the libraries listed below
Sorting:
- PyTorch Implementation of Google Research's MetNet and MetNet-2☆282Updated last week
- A list of Precipitation Nowcasting papers and related resources.☆173Updated 11 months ago
- Official implementation of Earthformer☆426Updated 2 years ago
- A cascade machine learning forecasting system for 15-day global weather forecast☆150Updated last year
- Graph-based weather forecasting models. Originally, PyTorch implementation of Ryan Keisler's 2022 "Forecasting Global Weather with Graph …☆275Updated last week
- Latent diffusion for generative precipitation nowcasting☆134Updated 2 years ago
- Implementation of the PyTorch version of the Weather Deep Learning Model Zoo.☆87Updated 7 months ago
- Research Software for Neural Weather Prediction for Limited Area Modeling☆182Updated 2 weeks ago
- ☆112Updated last year
- A Collection of Awesome Large Weather Models (LWMs) | AI for Earth (AI4Earth) | AI for Science (AI4Science)☆318Updated 4 months ago
- Earth-2 Model Intercomparison Project (MIP) is a python framework that enables climate researchers and scientists to inter-compare AI mod…☆247Updated 11 months ago
- An implementation of "metnet3" in Pytorch☆36Updated 3 weeks ago
- An implementation of Deep Generative Model of Radars from DeepMind in PyTorch☆45Updated 3 years ago
- ☆534Updated 8 months ago
- A comprehesive survey about foundation models for weather and cliamte data understanding.☆265Updated 9 months ago
- ☆148Updated 10 months ago
- RainNet: a convolutional neural network for radar-based precipitation nowcasting☆141Updated 4 years ago
- A collection of research papers on Diffusion Models for Weather Forecasting.☆207Updated 4 months ago
- Code and model benchmarks for "SEVIR : A Storm Event Imagery Dataset for Deep Learning Applications in Radar and Satellite Meteorology"☆87Updated 5 years ago
- ☆52Updated last year
- A MetNet implementation in Pytorch and fastai☆31Updated 4 years ago
- Code release to showcase potential usages of TAASRAD19 Dataset☆46Updated 4 years ago
- Deep Learning for Post-Processing Ensemble Weather Forecasts☆92Updated 2 years ago
- A benchmark for the next generation of data-driven global weather models.☆577Updated 2 weeks ago
- Deep learning models for global weather prediction on a cubed sphere☆95Updated 5 years ago
- Code for working with the SEVIR weather dataset☆39Updated 3 years ago
- AI Challenges based on the SEVIR weather dataset☆45Updated 4 months ago
- Implementation of MetNet-3, SOTA neural weather model out of Google Deepmind, in Pytorch☆232Updated 2 years ago
- Implement code of paper "DeepPhysiNet: Bridging Deep Learning and Atmospheric Physics for Accurate and Continuous Weather Modeling"☆43Updated last year
- Stochastic, Recurrent Super-resolution GAN For Downscaling Time-evolving Fields☆73Updated 4 years ago