deepsphere / deepsphere-weather
A spherical CNN for weather forecasting
☆71Updated 2 years ago
Alternatives and similar repositories for deepsphere-weather:
Users that are interested in deepsphere-weather are comparing it to the libraries listed below
- This repository contains the code and data for the paper "Multi-Modal Graph Neural Networks for Localized Off-Grid Weather Forecasting".☆38Updated 4 months ago
- ☆24Updated last year
- ☆21Updated last year
- Ai2 Climate Emulator☆87Updated last month
- climetlab plugin to access subseasonal to seasonal (S2S) forecasts for the s2s-ai-challenge☆36Updated last year
- ML Datasets Catalog☆57Updated last year
- Evaluation pipelines and components to support the WeatherReal benchmark dataset for weather forecast verification.☆19Updated 5 months ago
- Deep Learning for Post-Processing Ensemble Weather Forecasts☆92Updated last year
- Subseasonal forecasting models☆49Updated last month
- Stochastic, Recurrent Super-resolution GAN For Downscaling Time-evolving Fields☆67Updated 3 years ago
- Code accompanying our IARAI Weather4cast Challenge☆47Updated 2 years ago
- ☆40Updated 3 years ago
- Implementation of convolutional conditional neural processes for statistical downscaling☆30Updated 3 years ago
- Code for working with the SEVIR weather dataset☆29Updated 2 years ago
- Software to train/evaluate models to reconstruct missing values in climate data (e.g., HadCRUT4) based on a U-Net with partial convolutio…☆83Updated last month
- A collection aiming to bring all the amazing work of Deep Learning for Climate Super-res together.☆96Updated last month
- A project on how to incorporate physics constraints into deep learning architectures for downscaling or other super--resolution tasks.☆82Updated 3 weeks ago
- A package to train machine learning models on geospatial data, mainly for weather and climate. Used to run ArchesWeather and ArchesWeathe…☆31Updated 2 weeks ago
- A plugin for climetlab to retrieve the Eumetnet postprocessing benchmark dataset.☆31Updated 5 months ago
- Probabilistic Downscaling of Climate Variables Using Denoising Diffusion Probabilistic Models☆25Updated 2 years ago
- Code associated with the paper "The World as a Graph: Improving El Niño Forecasting with Graph Neural Networks".☆33Updated 2 years ago
- Satellite Optical Flow with machine learning models☆60Updated last year
- Testing out Diffusion-based models for weather and PV forecasting☆14Updated 2 weeks ago
- Research Software for Neural Weather Prediction for Limited Area Modeling☆145Updated last month
- ☆30Updated last week
- SLAMS: Score-based Latent Assimilation in Multimodal Setting☆34Updated 10 months ago
- Python code for "Applications of Deep Learning to Ocean Data Inference and Sub-Grid Parameterisation" (https://doi.org/10.1029/2018MS0014…☆48Updated 6 years ago
- Official implementation of Score-based Data Assimilation☆52Updated last year
- Implementation of the PyTorch version of the Weather Deep Learning Model Zoo.☆66Updated 10 months ago
- Diffusion for climate downscaling☆52Updated 8 months ago