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  1. ObsMod/pylawr ObsMod/pylawr Public

    The pylawr package is a Python package to load, process and plot weather radar data. It is developed by the Meteorological Institute of the University of Hamburg to process their local area weather…

    Python 9

  2. torch-assimilate torch-assimilate Public

    Python package based on PyTorch and Dask for efficient and parallelized data assimilation of weather model data and observations on GPUs.

    Python 16 9

  3. ensemble_transformer ensemble_transformer Public

    Official PyTorch implementation of "Self-Attentive Ensemble Transformer: Representing Ensemble Interactions in Neural Networks for Earth System Models".

    Jupyter Notebook 14 1

  4. cerea-daml/hybrid_nn_meb_model cerea-daml/hybrid_nn_meb_model Public

    The official code for "Deep learning subgrid-scale parametrisations for short-term forecasting of sea-ice dynamics with a Maxwell elasto-brittle rheology", published in the "The Cryosphere"

    Jupyter Notebook 4