spcl / NNCompressionLinks
Compressing weather and climate data into neural networks
☆17Updated last year
Alternatives and similar repositories for NNCompression
Users that are interested in NNCompression are comparing it to the libraries listed below
Sorting:
- A spherical CNN for weather forecasting☆73Updated 3 years ago
- [NeurIPS 2025] Elucidated Rolling Diffusion Models for Probabilistic Weather Forecasting☆19Updated 5 months ago
- [NeurIPS 2024] FNP: Fourier Neural Processes for Arbitrary-Resolution Data Assimilation☆14Updated 9 months ago
- ☆36Updated 5 months ago
- ExtremeCast: Boosting Extreme Value Prediction for Global Weather Forecast☆28Updated last year
- SLAMS: Score-based Latent Assimilation in Multimodal Setting☆41Updated last year
- Official implementation of Score-based Data Assimilation☆74Updated last year
- ☆46Updated 9 months ago
- Starter Kit for the NeurIPS 2022 Weather4cast competition☆55Updated 3 years ago
- ☆41Updated 3 months ago
- Large-scale Time-series Dataset Towards Next-Generation Global Station Weather Forecasting Benchmark☆82Updated last year
- ☆67Updated last year
- This repository contains the SwinV2_Weather model, developed for the "Analyzing and Exploring Training Recipes for Large-Scale Transforme…☆17Updated last year
- OceanBench - SSH edition☆22Updated last year
- ☆71Updated 9 months ago
- ☆12Updated last year
- ☆38Updated 4 years ago
- Benchmarking tools for applying AI/ML to data assimilation☆24Updated 6 months ago
- Uncertainty quantification for data-driven weather models.☆14Updated 8 months ago
- The official code for "Mitigating Time Discretization Challenges with WeatherODE: A Sandwich Physics-Driven Neural ODE for Weather Foreca…☆15Updated last year
- A package to train machine learning models on geospatial data, mainly for weather and climate. Used to run ArchesWeather and ArchesWeathe…☆51Updated last week
- Scripts and examples for the ENS-10 Ensemble Prediction System machine learning dataset☆29Updated 3 years ago
- Research Software for Neural Weather Prediction for Limited Area Modeling☆188Updated last week
- Testing out Diffusion-based models for weather and PV forecasting☆18Updated last week
- ☆35Updated 3 months ago
- ☆98Updated last year
- An implementation of "metnet3" in Pytorch☆37Updated 2 months ago
- ☆47Updated 11 months ago
- ☆30Updated last year
- ☆24Updated 8 months ago