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☆36Updated 3 years ago
- ☆40Updated 3 years ago
- Code release to showcase potential usages of TAASRAD19 Dataset☆46Updated 3 years ago
- An implementation of Deep Generative Model of Radars from DeepMind in PyTorch☆44Updated 2 years ago
- Stochastic, Recurrent Super-resolution GAN For Downscaling Time-evolving Fields☆73Updated 4 years ago
- Pytorch implementation of paper "REMNet: Recurrent Evolution Memory-aware Network for Accurate Long-term Weather Radar Echo Extrapolation…☆12Updated last year
- a GAN for precipitation downscaling☆42Updated 3 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
- RainNet: a convolutional neural network for radar-based precipitation nowcasting☆139Updated 4 years ago
- Uses machine learning to predict convective initiation and decay from satellite data.☆24Updated 2 years ago
- ☆27Updated 3 years ago
- Code for paper "Thunderstorm nowcasting with deep learning: a multi-hazard data fusion model"☆35Updated 2 years ago
- ☆24Updated 3 years ago
- ☆10Updated last year
- A list of Precipitation Nowcasting papers and related resources.☆167Updated 9 months ago
- The papers or tutorials and relative source code of artificial intelligence for meteorology, ocean and environment science.☆160Updated 5 years ago
- Latent diffusion for generative precipitation nowcasting☆134Updated 2 years ago
- Deep Learning for Post-Processing Ensemble Weather Forecasts☆92Updated 2 years ago
- ☆32Updated 2 months ago
- public codes for fusing CNN networks☆23Updated 5 years ago
- Skilful precipitation nowcasting using deep generative models of radar☆36Updated 3 years ago
- ☆19Updated 3 years ago
- ☆49Updated last year
- Repository for Extreme Precipitation Nowcasting using Transformer-based Generative Models paper☆20Updated 9 months ago
- Scripts and examples for the ENS-10 Ensemble Prediction System machine learning dataset☆30Updated 2 years ago
- ☆18Updated last year
- Evaluation pipelines and components to support the WeatherReal benchmark dataset for weather forecast verification.☆31Updated 5 months ago
- climetlab plugin to access subseasonal to seasonal (S2S) forecasts for the s2s-ai-challenge☆36Updated 2 years ago
- post-processing experiments with neural networks☆63Updated 3 years ago