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A list of Precipitation Nowcasting papers and related resources.
Code for paper "Thunderstorm nowcasting with deep learning: a multi-hazard data fusion model"
Pytorch implementations of ConvLSTM and ConvGRU modules with examples
Integrating data assimilation with deep learning
Deep learning models for remote sensing applications
Skilful precipitation nowcasting using deep generative models of radar
Record and share some work from rayshon company
Dev tool that writes scalable apps from scratch while the developer oversees the implementation
Codes for H-EnKF framework
A model for short-term precipitation forecasting based on radar data
PyTorch Implementation of MMST-ViT: Climate Change-aware Crop Yield Prediction via Multi-Modal Spatial-Temporal Vision Transformer
OpenSTL: A Comprehensive Benchmark of Spatio-Temporal Predictive Learning
Validation of the Pangu Weather Forecasting Model against Real-World Meteorological Observations
Code for our CVPR 2020 paper "Disentangling Physical Dynamics from Unknown Factors for UnsupervisedVideo Prediction"
Data assimilation system for the PyQG model
Image-to-Image Translation in PyTorch
Collection of reproducible deep learning for compressive sensing
Spline Analysis at Mesoscale Utilizing Radar and Aircraft Instrumentation
Implementation of DeepMind's Deep Generative Model of Radar (DGMR) https://arxiv.org/abs/2104.00954
This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".
Web-based 3D visualization + Python
Demo of contour and geojson rust libraries compiled to wasm and bundled using parcel
Starter Kit for the NeurIPS 2022 Weather4cast competition
Wind power visualization with WebGL particles
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Bring data to life with SVG, Canvas and HTML. 📊📈🎉
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Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.