MIT-AI-Accelerator / neurips-2020-sevirLinks
Code and model benchmarks for "SEVIR : A Storm Event Imagery Dataset for Deep Learning Applications in Radar and Satellite Meteorology"
☆84Updated 4 years ago
Alternatives and similar repositories for neurips-2020-sevir
Users that are interested in neurips-2020-sevir are comparing it to the libraries listed below
Sorting:
- AI Challenges based on the SEVIR weather dataset☆44Updated 2 weeks ago
- Code for working with the SEVIR weather dataset☆32Updated 3 years ago
- RainNet: a convolutional neural network for radar-based precipitation nowcasting☆133Updated 4 years ago
- Code release to showcase potential usages of TAASRAD19 Dataset☆44Updated 3 years ago
- ☆40Updated 3 years ago
- Stochastic, Recurrent Super-resolution GAN For Downscaling Time-evolving Fields☆72Updated 4 years ago
- Deep Learning for Post-Processing Ensemble Weather Forecasts☆93Updated 2 years ago
- Uses machine learning to predict convective initiation and decay from satellite data.☆24Updated 2 years ago
- An implementation of Deep Generative Model of Radars from DeepMind in PyTorch☆43Updated 2 years ago
- Code for paper "Thunderstorm nowcasting with deep learning: a multi-hazard data fusion model"☆34Updated 2 years ago
- The Radar Echo Extrapolation Model☆35Updated 4 years ago
- Pytorch implementation of paper "REMNet: Recurrent Evolution Memory-aware Network for Accurate Long-term Weather Radar Echo Extrapolation…☆11Updated last year
- climetlab plugin to access subseasonal to seasonal (S2S) forecasts for the s2s-ai-challenge☆36Updated last year
- Python library for radar-based precipitation nowcasting based on optical flow techniques☆190Updated 5 years ago
- Deep Learning for empirical DownScaling. Python package with state-of-the-art and novel deep learning algorithms for empirical/statistica…☆93Updated 11 months ago
- a GAN for precipitation downscaling☆41Updated 3 years ago
- The papers or tutorials and relative source code of artificial intelligence for meteorology, ocean and environment science.☆159Updated 5 years ago
- post-processing experiments with neural networks☆62Updated 3 years ago
- Clean, easier to use version of the downscaling cGAN☆23Updated last year
- A list of Precipitation Nowcasting papers and related resources.☆159Updated 6 months ago
- Precipitation Nowcasting using DL - CS230 Deep Learning course group project☆22Updated 5 years ago
- The Python-ARM Radar Toolkit. A data model driven interactive toolkit for working with weather radar data.☆34Updated 5 years ago
- Code for the paper "STConvS2S: Spatiotemporal Convolutional Sequence to Sequence Network for Weather Forecasting" (Neurocomputing, Elsevi…☆68Updated 4 years ago
- CNN based ENSO all season forecast model☆18Updated 11 months ago
- Repository for article "Fusion of rain radar images and wind forecasts in a deep learning model applied to rain nowcasting"☆52Updated 2 years ago
- A MetNet implementation in Pytorch and fastai☆31Updated 4 years ago
- Skilful precipitation nowcasting using deep generative models of radar☆35Updated 3 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…☆84Updated 5 months ago
- ☆39Updated 4 years ago
- ☆19Updated 3 years ago