Deep Learning for Post-Processing Ensemble Weather Forecasts
☆90Mar 24, 2023Updated 3 years ago
Alternatives and similar repositories for deep-weather
Users that are interested in deep-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:
- post-processing experiments with neural networks☆63Nov 23, 2021Updated 4 years ago
- Beta for Pangeo Postprocessing☆19Jul 30, 2020Updated 6 years ago
- Scripts and examples for the ENS-10 Ensemble Prediction System machine learning dataset☆31Dec 8, 2022Updated 3 years ago
- Deep learning models for global weather prediction on a cubed sphere☆96Oct 3, 2020Updated 5 years ago
- Latent diffusion for generative precipitation nowcasting☆146Jul 10, 2023Updated 3 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Neural network loss functions for regression and classification tasks that can say "I don't know".☆13Dec 2, 2021Updated 4 years ago
- IMPROVER is a library of algorithms for meteorological post-processing.☆127Updated this week
- ☆43Oct 21, 2021Updated 4 years ago
- Post-processing system that provides probabilistic forecasts at point scale.☆12Nov 24, 2025Updated 9 months ago
- ☆19Mar 16, 2022Updated 4 years ago
- A benchmark dataset for data-driven weather forecasting☆835Dec 8, 2023Updated 2 years ago
- Code relative to the publication "Precipitation nowcasting with generative diffusion models"☆36Apr 10, 2024Updated 2 years ago
- PyTorch-Code for the Paper "SmaAt-UNet: Precipitation Nowcasting using a Small, Attentive UNet-Architecture"☆292Apr 11, 2026Updated 4 months ago
- ☆116Sep 24, 2024Updated 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.
- Forecasting wildfire danger using deep learning.☆58Jan 23, 2022Updated 4 years ago
- Code for the paper "STConvS2S: Spatiotemporal Convolutional Sequence to Sequence Network for Weather Forecasting" (Neurocomputing, Elsevi…☆68Mar 29, 2026Updated 5 months ago
- Statistical tests on xarray objects☆14Nov 24, 2025Updated 9 months ago
- Solution to the Weather4cast 2021 Stage 1 challenge☆15Nov 8, 2021Updated 4 years ago
- (py)Meteorological variable Interpolation based on Clustered Analysis☆18Apr 22, 2025Updated last year
- ☆22Mar 25, 2024Updated 2 years ago
- PyTorch Implementation of Google Research's MetNet and MetNet-2