earthnet2021 / earthnet-model-intercomparison-suiteLinks
☆41Updated last week
Alternatives and similar repositories for earthnet-model-intercomparison-suite
Users that are interested in earthnet-model-intercomparison-suite are comparing it to the libraries listed below
Sorting:
- A benchmark dataset for Machine Learning emulation of atmospheric radiative transfer in weather and climate models (NeurIPS 2021 Datasets…☆41Updated 2 years ago
- Climate Analytics using Deep Neural Networks in Python.☆63Updated last year
- A MetNet implementation in Pytorch and fastai☆31Updated 4 years ago
- ML Datasets Catalog☆58Updated 2 years ago
- A spherical CNN for weather forecasting☆72Updated 2 years ago
- Starter Kit for the NeurIPS 2022 Weather4cast competition☆55Updated 2 years ago
- An implementation of "metnet3" in Pytorch☆38Updated 2 weeks ago
- Evaluation pipelines and components to support the WeatherReal benchmark dataset for weather forecast verification.☆30Updated 4 months ago
- Code and model benchmarks for "SEVIR : A Storm Event Imagery Dataset for Deep Learning Applications in Radar and Satellite Meteorology"☆85Updated 4 years ago
- Code accompanying our IARAI Weather4cast Challenge☆49Updated 3 years ago
- Testing out Diffusion-based models for weather and PV forecasting☆14Updated 2 weeks ago
- A project on how to incorporate physics constraints into deep learning architectures for downscaling or other super--resolution tasks.☆87Updated 6 months ago
- ☆11Updated last year
- Models for the EarthNet2021 challenge.☆46Updated last week
- A modular framework for evaluating weather forecasts☆120Updated last week
- A plugin for climetlab to retrieve the Eumetnet postprocessing benchmark dataset.☆31Updated 2 weeks ago
- Code associated with the paper 'Seasonal Arctic sea ice forecasting with probabilistic deep learning'☆100Updated last year
- EarthNet Models PyTorch - Deep Neural Networks for geospatial vegetation forecasting.☆35Updated 10 months ago
- SLAMS: Score-based Latent Assimilation in Multimodal Setting☆39Updated last year
- climetlab plugin to access subseasonal to seasonal (S2S) forecasts for the s2s-ai-challenge☆36Updated last year
- ☆39Updated 4 years ago
- WeatherFusionNet - our solution to the NeurIPS 2022 Weather4cast competition☆32Updated last year
- Satellite Optical Flow with machine learning models☆62Updated last year
- Software to train/evaluate models to reconstruct missing values in climate data (e.g., HadCRUT4) based on a U-Net with partial convolutio…☆85Updated 3 weeks ago
- Code for working with the SEVIR weather dataset☆34Updated 3 years ago
- Deep Semi-Supervised Object Detection for Extreme Weather Events☆58Updated 8 years ago
- A collection aiming to bring all the amazing work of Deep Learning for Climate Super-res together.☆100Updated 6 months ago
- ☆40Updated 3 years ago
- ☆27Updated 3 years ago
- Deep learning models for global weather prediction on a cubed sphere☆95Updated 4 years ago