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A repository of graph-based neural weather prediction models for Limited Area Modeling.
lang: Python
stars: 225
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A neural network that forecasts precipitation up to 8 hours into the future at the high spatial resolution of 1 km² and at the temporal resolution of 2 minutes with a latency in the order of second.
lang: Python
stars: 296
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A machine learning-based Earth system models that is trained on a wide range of datasets, including reanalyses, forecast data and observations, to provide a robust and versatile model for the dynamics.
lang: Python
stars: 116
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Data-driven approach for forecasting global weather using graph neural network.
lang: Python
stars: 278
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A stochastic model of atmosphere dynamics using large scale representation learning.
lang: Python
stars: 45
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A library of algorithms for meteorological post-processing and verification.
lang: Python
stars: 124
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This package makes it easier to search for and download multiple months/years of historical weather data from the Environment and Climate Change Canada (ECCC) website.
lang: R
stars: 118
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Allows you to run any large weather model with a consumer grade GPU.
lang: Jupyter Notebook
stars: 247
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The Atmospheric data Community Toolkit is an open source Python toolkit for working with atmospheric time-series datasets of varying dimensions.
lang: Python
stars: 183
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A collection of tools in Python for reading, visualizing and performing calculations with weather data.
lang: Python
stars: 1.4K
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A 200M-parameter, autoregressive machine learning emulator of an existing comprehensive 100-km resolution global atmospheric model.
lang: Python
stars: 223
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Pythonic particle-based warm-rain/aqueous-chemistry cloud microphysics package.
lang: Python
stars: 80
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An implementation of the FV3GFS / SHiELD atmospheric model developed by NOAA/GFDL using the NDSL middleware in Python, itself based on GT4Py and DaCe.
lang: Python
stars: 22
last activity:
A collection of modeling software, tools, and grids, that allow for robust modeling of chemistry in Earth's atmosphere.
lang: Jupyter Notebook
stars: 18
last activity:
A Python package that downloads recent and archived numerical weather prediction model output from different cloud archive sources.
lang: Python
stars: 737
last activity: