lucidrains / metnet3-pytorchLinks
Implementation of MetNet-3, SOTA neural weather model out of Google Deepmind, in Pytorch
☆216Updated last year
Alternatives and similar repositories for metnet3-pytorch
Users that are interested in metnet3-pytorch are comparing it to the libraries listed below
Sorting:
- An implementation of "metnet3" in Pytorch☆39Updated 2 months ago
- PyTorch Implementation of Google Research's MetNet and MetNet-2☆266Updated this week
- PyTorch implementation of Ryan Keisler's 2022 "Forecasting Global Weather with Graph Neural Networks" paper (https://arxiv.org/abs/2202.0…☆236Updated this week
- A modular framework for evaluating weather forecasts☆95Updated this week
- ☆61Updated 2 months ago
- Implementation of the Prithvi WxC Foundation Model and Downstream Tasks☆142Updated 2 months ago
- Implementation of DeepMind's Deep Generative Model of Radar (DGMR) https://arxiv.org/abs/2104.00954☆248Updated this week
- Earth-2 Model Intercomparison Project (MIP) is a python framework that enables climate researchers and scientists to inter-compare AI mod…☆231Updated 6 months ago
- Open-source deep-learning framework for exploring, building and deploying AI weather/climate workflows.☆190Updated this week
- Implementation of the PyTorch version of the Weather Deep Learning Model Zoo.☆70Updated last month
- Research Software for Neural Weather Prediction for Limited Area Modeling☆165Updated 3 months ago
- NeuralGCM's differentiable dycore☆272Updated last month
- ☆83Updated 8 months ago
- ☆102Updated 8 months ago
- A benchmark for the next generation of data-driven global weather models.☆526Updated last week
- ☆67Updated last year
- A collection of research papers on Diffusion Models for Weather Forecasting.☆140Updated 2 weeks ago
- Large-scale Time-series Dataset Towards Next-Generation Global Station Weather Forecasting Benchmark☆66Updated 8 months ago
- ☆21Updated last year
- A cascade machine learning forecasting system for 15-day global weather forecast☆122Updated last year
- A package to train machine learning models on geospatial data, mainly for weather and climate. Used to run ArchesWeather and ArchesWeathe…☆38Updated 2 weeks ago
- ☆49Updated last year
- An open large-scale dataset for training high-resolution physics emulators in hybrid multi-scale climate simulators.☆150Updated 4 months ago
- ☆488Updated 3 months ago
- [NeurIPS 24] Probablistic Emulation of a Global Climate Model with Spherical DYffusion☆26Updated 3 months ago
- A MetNet implementation in Pytorch and fastai☆32Updated 3 years ago
- 🌍 A Collection of Awesome Large Weather Models (LWMs) | AI for Earth (AI4Earth) | AI for Science (AI4Science)☆259Updated last month
- Subseasonal forecasting models☆54Updated 4 months ago
- A list of Precipitation Nowcasting papers and related resources.☆154Updated 5 months ago
- ☆43Updated 4 months ago