MIT-AI-Accelerator / sevir_challenges
AI Challenges based on the SEVIR weather dataset
☆42Updated 3 years ago
Alternatives and similar repositories for sevir_challenges:
Users that are interested in sevir_challenges are comparing it to the libraries listed below
- Code for working with the SEVIR weather dataset☆29Updated 2 years ago
- ☆40Updated 3 years ago
- Pytorch implementation of paper "REMNet: Recurrent Evolution Memory-aware Network for Accurate Long-term Weather Radar Echo Extrapolation…☆10Updated last year
- Stochastic, Recurrent Super-resolution GAN For Downscaling Time-evolving Fields☆67Updated 3 years ago
- Code and model benchmarks for "SEVIR : A Storm Event Imagery Dataset for Deep Learning Applications in Radar and Satellite Meteorology"☆83Updated 4 years ago
- ☆24Updated 2 years ago
- Code release to showcase potential usages of TAASRAD19 Dataset☆43Updated 3 years ago
- The Radar Echo Extrapolation Model☆32Updated 3 years ago
- ☆10Updated 8 months ago
- ☆26Updated 2 years ago
- climetlab plugin to access subseasonal to seasonal (S2S) forecasts for the s2s-ai-challenge☆36Updated last year
- Uses machine learning to predict convective initiation and decay from satellite data.☆23Updated last year
- CNN based ENSO all season forecast model☆18Updated 7 months ago
- The papers or tutorials and relative source code of artificial intelligence for meteorology, ocean and environment science.☆156Updated 4 years ago
- public codes for fusing CNN networks☆22Updated 5 years ago
- A NWP precipitation bias correction model based on Unet☆18Updated 2 years ago
- ☆19Updated 3 years ago
- An implementation of Deep Generative Model of Radars from DeepMind in PyTorch☆42Updated 2 years ago
- ☆23Updated 9 months ago
- Deep Learning for Post-Processing Ensemble Weather Forecasts☆92Updated last year
- Clean, easier to use version of the downscaling cGAN☆24Updated last year
- Code for paper "Thunderstorm nowcasting with deep learning: a multi-hazard data fusion model"☆32Updated 2 years ago
- Awesome paper about AI for atmosphere science and oceanography☆29Updated last year
- The Python-ARM Radar Toolkit. A data model driven interactive toolkit for working with weather radar data.☆34Updated 4 years ago
- A DEMO of weather radar nowcasting using deep learning model (SmaAt-Unet)☆51Updated 3 years ago
- ☆24Updated last year
- post-processing experiments with neural networks☆61Updated 3 years ago
- ☆49Updated 10 months ago
- Implementation of convolutional conditional neural processes for statistical downscaling☆30Updated 3 years ago
- Diffusion for climate downscaling☆52Updated 8 months ago