earthnet2021 / earthnet-model-intercomparison-suite
☆41Updated 11 months ago
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
- A benchmark dataset for Machine Learning emulation of atmospheric radiative transfer in weather and climate models (NeurIPS 2021 Datasets…☆40Updated 2 years ago
- ☆11Updated last year
- Starter Kit for the NeurIPS 2022 Weather4cast competition☆54Updated 2 years ago
- ☆24Updated last year
- EarthNet Models PyTorch - Deep Neural Networks for geospatial vegetation forecasting.☆32Updated 5 months ago
- climetlab plugin to access subseasonal to seasonal (S2S) forecasts for the s2s-ai-challenge☆36Updated last year
- Climate Analytics using Deep Neural Networks in Python.☆62Updated last year
- Code accompanying our IARAI Weather4cast Challenge☆47Updated 2 years ago
- A MetNet implementation in Pytorch and fastai☆32Updated 3 years ago
- ML Datasets Catalog☆57Updated last year
- ☆13Updated 2 years ago
- Code for working with the SEVIR weather dataset☆29Updated 2 years ago
- Data access package for the SubseasonalClimateUSA dataset☆29Updated 4 months ago
- Evaluation pipelines and components to support the WeatherReal benchmark dataset for weather forecast verification.☆19Updated 5 months ago
- Code and model benchmarks for "SEVIR : A Storm Event Imagery Dataset for Deep Learning Applications in Radar and Satellite Meteorology"☆83Updated 4 years ago
- Subseasonal forecasting models☆49Updated last month
- Scripts and examples for the ENS-10 Ensemble Prediction System machine learning dataset☆30Updated 2 years ago
- A project on how to incorporate physics constraints into deep learning architectures for downscaling or other super--resolution tasks.☆82Updated 3 weeks ago
- A Python package for Earth forecasting transformer☆81Updated 8 months ago
- A plugin for climetlab to retrieve the Eumetnet postprocessing benchmark dataset.☆31Updated 5 months ago
- SLAMS: Score-based Latent Assimilation in Multimodal Setting☆33Updated 10 months ago
- Models for the EarthNet2021 challenge.☆44Updated 6 months ago
- Deep Learning for Post-Processing Ensemble Weather Forecasts☆92Updated last year
- Adaptation of PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations for emulating high res…☆16Updated last week
- Implementation of convolutional conditional neural processes for statistical downscaling☆30Updated 3 years ago
- Testing out Diffusion-based models for weather and PV forecasting☆14Updated 2 weeks ago
- Ai2 Climate Emulator☆87Updated last month
- ☆40Updated 3 years ago
- ☆13Updated 3 years ago
- Deep Learning for empirical DownScaling. Python package with state-of-the-art and novel deep learning algorithms for empirical/statistica…☆90Updated 7 months ago