A spherical CNN for weather forecasting
☆74Dec 6, 2022Updated 3 years ago
Alternatives and similar repositories for deepsphere-weather
Users that are interested in deepsphere-weather are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- DeepSphere: a graph-based spherical CNN (PyTorch)☆169Apr 4, 2022Updated 4 years ago
- DeepSphere: a graph-based spherical CNN (TensorFlow)☆14Jan 1, 2021Updated 5 years ago
- Integrating Large Weather Models with Data Assimilation☆26Jun 2, 2024Updated 2 years ago
- Satellite labelling tool for manual labelling of storm top features such as overshooting tops, above-anvil plumes, cold U/Vs, rings etc.☆14Sep 30, 2021Updated 4 years ago
- Python package based on PyTorch and Dask for efficient and parallelized data assimilation of weather model data and observations on GPUs.☆16Nov 18, 2025Updated 8 months ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- ☆143Jul 2, 2026Updated last month
- Fractional White Noises for Neural Stochastic Differential Equations (NeurIPS 2022)☆16Nov 17, 2022Updated 3 years ago
- Tooling for creating, visualising and storing data-driven weather-model graphs☆33Jul 29, 2026Updated 2 weeks ago
- ☆33Apr 15, 2024Updated 2 years ago
- Weather4Cast 2023 NeurIPS Competition - RainAI☆16Dec 4, 2023Updated 2 years ago
- Scripts and examples for the ENS-10 Ensemble Prediction System machine learning dataset☆30Dec 8, 2022Updated 3 years ago
- Code for paper "Thunderstorm nowcasting with deep learning: a multi-hazard data fusion model"☆34Feb 21, 2023Updated 3 years ago
- ☆28May 18, 2024Updated 2 years ago
- ☆21Jan 4, 2023Updated 3 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- NinoLearn is a research framework for statistical ENSO prediction.☆10Jul 10, 2020Updated 6 years ago
- ☆13Dec 19, 2023Updated 2 years ago
- Official PyTorch implementation of Möbius Convolutions for Spherical CNNs [SIGGRAPH 2022].☆26May 31, 2024Updated 2 years ago
- ☆12Jan 6, 2025Updated last year
- Deep learning models for global weather prediction on a cubed sphere☆96Oct 3, 2020Updated 5 years ago
- CEDRIC, SPRINT, PPI, CEDIO, and GRID2PS tools for radar data analysis☆16May 5, 2016Updated 10 years ago
- A python package to download and analyze the Global Precipitation Measurement Mission (GPM) data archive☆76Updated this week
- ☆29Jun 12, 2026Updated 2 months ago
- ☆22Mar 13, 2025Updated last year
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Classical Carleman solution of the viscous Burgers equation, used in https://arxiv.org/abs/2011.03185.☆11Mar 1, 2021Updated 5 years ago
- Python remapping tools for climate and earth system models.☆21Aug 3, 2026Updated last week
- Demo source code for the paper "Spin-Weighted Spherical CNNs".☆23Feb 15, 2022Updated 4 years ago
- Implementation of DeepMind's Deep Generative Model of Radar (DGMR) https://arxiv.org/abs/2104.00954☆295Updated this week
- Uses machine learning to predict convective initiation and decay from satellite data.☆29Jun 7, 2023Updated 3 years ago
- Solution to the Weather4cast 2021 Stage 1 challenge☆15Nov 8, 2021Updated 4 years ago
- ☆30Apr 1, 2026Updated 4 months ago
- The central point of ongoing research regarding the usefulness of the large-scale atmospheric variability in the Mediterranean for foreca…☆28Nov 19, 2022Updated 3 years ago
- a GAN for precipitation downscaling☆43Mar 7, 2022Updated 4 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- ☆13Jul 25, 2023Updated 3 years ago
- Quantification of Uncertainties in Neural Networks☆11Feb 25, 2026Updated 5 months ago
- Scripts for controlling DA workflows with MPAS-Model and mpas-bundle☆25Updated this week
- Graph-based weather forecasting models. Originally, PyTorch implementation of Ryan Keisler's 2022 "Forecasting Global Weather with Graph …☆303Updated this week
- Three-dimensional gridded radar echo extrapolation for convective storm nowcasting based on a 3D-ConvLSTM model☆20Aug 30, 2022Updated 3 years ago
- Some tips of Python in the Atmospheric Science☆10Jan 9, 2022Updated 4 years ago
- Large-scale Time-series Dataset Towards Next-Generation Global Station Weather Forecasting Benchmark☆96Jan 30, 2026Updated 6 months ago