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# Earth2 Grid Utilities | ||
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[![pypi](https://img.shields.io/pypi/v/earth2-grid.svg)](https://pypi.org/project/earth2-grid/) | ||
[![python](https://img.shields.io/pypi/pyversions/earth2-grid.svg)](https://pypi.org/project/earth2-grid/) | ||
[![Build Status](https://github.com/waynerv/earth2-grid/actions/workflows/dev.yml/badge.svg)](https://github.com/waynerv/earth2-grid/actions/workflows/dev.yml) | ||
[![codecov](https://codecov.io/gh/waynerv/earth2-grid/branch/main/graphs/badge.svg)](https://codecov.io/github/waynerv/earth2-grid) | ||
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<img src="docs/img/image.jpg" width="800px"/> | ||
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Utilities for working geographic data defined on various grids. | ||
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Features: | ||
- regridding | ||
- Permissively licensed python healpix utilities | ||
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Grids currently supported: | ||
- regular lat lon | ||
- HealPIX | ||
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Under construction: | ||
- exporting meshes to visualization software (e.g. VTK) | ||
- neural network primitives for different grids: | ||
- convolutional layers | ||
- up/downsampling | ||
- staggered grids | ||
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* Documentation: <https://earth-2.gitlab-master-pages.nvidia.com/earth2-grid> | ||
* GitHub: <https://github.com/waynerv/earth2-grid> | ||
* PyPI: <https://pypi.org/project/earth2-grid/> | ||
* Free software: BSD-3-Clause | ||
* GitHub: <https://github.com/NVlabs/earth2grid> | ||
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## Install | ||
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``` | ||
# Install the CUDA healpix padding library | ||
git clone https://gitlab-master.nvidia.com/tkurth/healpixpad-pytorch | ||
git clone ssh://[email protected]:12051/earth-2/earth2-grid.git | ||
pip install --no-build-isolation healpixpad-pytorch earth2-grid | ||
git clone https://github.com/NVlabs/earth2grid.git | ||
pip install --no-build-isolation earth2-grid | ||
``` | ||
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## Example | ||
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>>> reshaped.shape | ||
torch.Size([12, 64, 64]) | ||
``` | ||
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## Features | ||
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* TODO | ||
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## Credits | ||
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This package was created with [Cookiecutter](https://github.com/audreyr/cookiecutter) and the [waynerv/cookiecutter-pypackage](https://github.com/waynerv/cookiecutter-pypackage) project template. |