MIT-AI-Accelerator / sevir_challengesLinks
AI Challenges based on the SEVIR weather dataset
☆45Updated 2 months ago
Alternatives and similar repositories for sevir_challenges
Users that are interested in sevir_challenges are comparing it to the libraries listed below
Sorting:
- Code and model benchmarks for "SEVIR : A Storm Event Imagery Dataset for Deep Learning Applications in Radar and Satellite Meteorology"☆86Updated 4 years ago
- Code for working with the SEVIR weather dataset☆33Updated 3 years ago
- Code release to showcase potential usages of TAASRAD19 Dataset☆46Updated 3 years ago
- ☆40Updated 3 years ago
- Stochastic, Recurrent Super-resolution GAN For Downscaling Time-evolving Fields☆72Updated 4 years ago
- An implementation of Deep Generative Model of Radars from DeepMind in PyTorch☆43Updated 2 years ago
- a GAN for precipitation downscaling☆41Updated 3 years ago
- Uses machine learning to predict convective initiation and decay from satellite data.☆24Updated 2 years ago
- A list of Precipitation Nowcasting papers and related resources.☆165Updated 8 months ago
- RainNet: a convolutional neural network for radar-based precipitation nowcasting☆138Updated 4 years ago
- ☆32Updated last month
- Pytorch implementation of paper "REMNet: Recurrent Evolution Memory-aware Network for Accurate Long-term Weather Radar Echo Extrapolation…☆12Updated last year
- ☆27Updated 2 years ago
- ☆24Updated 3 years ago
- Code for paper "Thunderstorm nowcasting with deep learning: a multi-hazard data fusion model"☆35Updated 2 years ago
- Deep Learning for Post-Processing Ensemble Weather Forecasts☆93Updated 2 years ago
- Latent diffusion for generative precipitation nowcasting☆135Updated 2 years ago
- public codes for fusing CNN networks☆23Updated 5 years ago
- ☆10Updated last year
- The papers or tutorials and relative source code of artificial intelligence for meteorology, ocean and environment science.☆159Updated 5 years ago
- This includes the code and data used in the paper "Investigating transformer-based models for downscaling near-surface temperature and wi…☆22Updated 2 years ago
- Diffusion for climate downscaling☆66Updated last year
- CNN based ENSO all season forecast model☆18Updated last year
- Skilful precipitation nowcasting using deep generative models of radar☆36Updated 3 years ago
- Scripts and examples for the ENS-10 Ensemble Prediction System machine learning dataset☆30Updated 2 years ago
- Scripts of downloading weather data: satellite and reanalysis data☆22Updated 2 years ago
- A DEMO of weather radar nowcasting using deep learning model (SmaAt-Unet)☆54Updated 3 years ago
- ☆50Updated last year
- The Radar Echo Extrapolation Model☆36Updated 4 years ago
- A MetNet implementation in Pytorch and fastai☆31Updated 4 years ago