IsmailAlaouiAbdellaoui / weather-forecasting-explainable-recurrent-convolutional-NN
☆17Updated 3 years ago
Alternatives and similar repositories for weather-forecasting-explainable-recurrent-convolutional-NN:
Users that are interested in weather-forecasting-explainable-recurrent-convolutional-NN are comparing it to the libraries listed below
- Code for the paper "STConvS2S: Spatiotemporal Convolutional Sequence to Sequence Network for Weather Forecasting" (Neurocomputing, Elsevi…☆66Updated 3 years ago
- Pytorch implementation of paper "REMNet: Recurrent Evolution Memory-aware Network for Accurate Long-term Weather Radar Echo Extrapolation…☆11Updated last year
- GD-CAF: Graph Dual-stream Convolutional Attention Fusion for Precipitation Nowcasting☆16Updated 4 months ago
- public codes for fusing CNN networks☆22Updated 5 years ago
- Spatio-temporal Numerical Weather Forecasting Pipeline. It has the code for the introduced weather model architecture☆52Updated last year
- PyTorch Code of "Memory In Memory: A Predictive Neural Network for Learning Higher-Order Non-Stationarity from Spatiotemporal Dynamics"☆14Updated 4 years ago
- ☆40Updated 3 years ago
- ☆19Updated 3 years ago
- Code for working with the SEVIR weather dataset☆32Updated 3 years ago
- ☆10Updated 9 months ago
- A MetNet implementation in Pytorch and fastai☆32Updated 3 years ago
- Testing out Diffusion-based models for weather and PV forecasting☆14Updated last month
- ☆18Updated last year
- AI Challenges based on the SEVIR weather dataset☆42Updated 4 years ago
- ☆14Updated 6 years ago
- Code for paper "Thunderstorm nowcasting with deep learning: a multi-hazard data fusion model"☆34Updated 2 years ago
- Official PyTorch implementation of "Self-Attentive Ensemble Transformer: Representing Ensemble Interactions in Neural Networks for Earth …☆13Updated 2 years ago
- Code for the Paper "GA-SmaAt-GNet: Generative Adversarial Small Attention GNet for Extreme Precipitation Nowcasting"☆13Updated 5 months ago
- Official implementation code of the paper: "TENT: Tensorized Encoder Transformer for temperature forecasting".☆20Updated last year
- Repository for article "Fusion of rain radar images and wind forecasts in a deep learning model applied to rain nowcasting"☆53Updated 2 years ago
- climetlab plugin to access subseasonal to seasonal (S2S) forecasts for the s2s-ai-challenge☆36Updated last year
- ☆26Updated 2 years ago
- This includes the code and data used in the paper "Investigating transformer-based models for downscaling near-surface temperature and wi…☆19Updated last year
- [IJCAI'25] Code for the paper "CoDiCast: Conditional Diffusion Model for Global Weather Prediction with Uncertainty Quantification".Updated 6 months ago
- Code and model benchmarks for "SEVIR : A Storm Event Imagery Dataset for Deep Learning Applications in Radar and Satellite Meteorology"☆82Updated 4 years ago
- Images timeseries sequence with ConvLSTM for windspeed prediction & CNN cyclone intensity☆37Updated 2 years ago
- The code of "MGTCF: Multi-Generator Tropical Cyclone Forecasting with Heterogeneous Meteorological Data" accepted by AAAI2023.☆15Updated last year
- Wind speed downscaling via Diffusion Models, from ERA5 to CERRA in the mediterranean region☆21Updated 11 months ago
- ☆33Updated 2 years ago
- ☆11Updated 2 years ago