lucidrains / metnet3-pytorchLinks
Implementation of MetNet-3, SOTA neural weather model out of Google Deepmind, in Pytorch
☆220Updated 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:
- PyTorch Implementation of Google Research's MetNet and MetNet-2☆272Updated last week
- An implementation of "metnet3" in Pytorch☆38Updated 2 weeks ago
- A modular framework for evaluating weather forecasts☆120Updated last week
- ☆65Updated 5 months ago
- Implementation of the Prithvi WxC Foundation Model and Downstream Tasks☆148Updated last week
- Earth-2 Model Intercomparison Project (MIP) is a python framework that enables climate researchers and scientists to inter-compare AI mod…☆239Updated 8 months ago
- Implementation of DeepMind's Deep Generative Model of Radar (DGMR) https://arxiv.org/abs/2104.00954☆260Updated last week
- Graph-based weather forecasting models. Originally, PyTorch implementation of Ryan Keisler's 2022 "Forecasting Global Weather with Graph …☆255Updated last week
- A benchmark for the next generation of data-driven global weather models.☆554Updated last month
- [NeurIPS 24] Probablistic Emulation of a Global Climate Model with Spherical DYffusion☆27Updated 5 months ago
- ☆67Updated last year
- Research Software for Neural Weather Prediction for Limited Area Modeling☆174Updated 2 months ago
- Implementation of the PyTorch version of the Weather Deep Learning Model Zoo.☆80Updated 4 months ago
- Massively parallel training of machine-learning based weather and climate models☆310Updated 3 weeks ago
- NeuralGCM's differentiable dycore☆292Updated last month
- Large-scale Time-series Dataset Towards Next-Generation Global Station Weather Forecasting Benchmark☆74Updated 10 months ago
- ☆21Updated last year
- ☆46Updated 7 months ago
- ☆108Updated 11 months ago
- Starter Kit for the NeurIPS 2022 Weather4cast competition☆55Updated 2 years ago
- An open large-scale dataset for training high-resolution physics emulators in hybrid multi-scale climate simulators.☆157Updated 6 months ago
- A MetNet implementation in Pytorch and fastai☆31Updated 4 years ago
- Diffusion on the Clouds: Short-term solar energy forecasting with Diffusion Models☆47Updated last year
- A package to train machine learning models on geospatial data, mainly for weather and climate. Used to run ArchesWeather and ArchesWeathe…☆45Updated last week
- ☆31Updated last month
- ☆85Updated 11 months ago
- ☆42Updated 5 months ago
- Source code for ClimateLearn☆339Updated last year
- Code accompanying our IARAI Weather4cast Challenge☆49Updated 3 years ago
- Open-source deep-learning framework for exploring, building and deploying AI weather/climate workflows.☆237Updated this week