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1. openclimatefix/skillful_nowcasting openclimatefix/skillful_nowcasting Public

   Implementation of DeepMind's Deep Generative Model of Radar (DGMR) https://arxiv.org/abs/2104.00954

   Python 301 69

2. openclimatefix/graph_weather openclimatefix/graph_weather Public

   Graph-based weather forecasting models. Originally, PyTorch implementation of Ryan Keisler's 2022 "Forecasting Global Weather with Graph Neural Networks" paper (https://arxiv.org/abs/2202.07575)

   Python 306 95

3. openclimatefix/metnet openclimatefix/metnet Public

   PyTorch Implementation of Google Research's MetNet and MetNet-2

   Python 305 65

4. factnn factnn Public

   Tensorflow-based Neural Networks and ML utilities for the First G-APD Cherenkov Telescope (FACT) air shower images

   Python 3

5. planetary-datasets planetary-datasets Public

   Open source dataset loading and creation from Planetary Computer, GCP, and AWS. To support reproducible training of weather, energy, and mapping models.

   Python 4

6. woof woof Public

   Forked from recastsystems/woof

   Recast WOOF: GPU weather model (regional, hex and global)

   Python 1