# Earthformer
[](https://pypi.python.org/pypi/earthformer)
[](https://anaconda.org/conda-forge/earthformer)
[](https://studiolab.sagemaker.aws/import/github/opengeos/earthformer/blob/main/docs/examples/earthnet2021.ipynb)
[](https://colab.research.google.com/github/opengeos/earthformer/blob/main/docs/examples/earthnet2021.ipynb)
**A Python package for Earth forecasting transformer**
- Free software: Apache License, Version 2.0 (Apache-2.0)
- Documentation: <https://opengeos.github.io/earthformer>
## Introduction
This repository turns the [amazon-science/earth-forecasting-transformer](https://github.com/amazon-science/earth-forecasting-transformer) repository into a Python package, making it easier to install and use. To learn more about Earthformer, please refer to the NeurIPS 2022 paper: [Earthformer: Exploring Space-Time Transformers for Earth System Forecasting](https://www.amazon.science/publications/earthformer-exploring-space-time-transformers-for-earth-system-forecasting). Credits to the authors and their [repository](https://github.com/amazon-science/earth-forecasting-transformer) for the original implementation.
## Installation
The `earthformer` package is available on [PyPI](https://pypi.org/project/earthformer). To install it, run:
```bash
pip install earthformer
```
The `earthformer` package is also available on [conda-forge](https://anaconda.org/conda-forge/earthformer). To install it, run:
```bash
conda create -n earthformer python=3.10
conda activate earthformer
conda install -c conda-forge mamba
mamba install -c conda-forge earthformer
```
## Disclaimer
I am not the author of the original implementation. This repository is a Python package that wraps the original implementation into a package. If you have any questions about the original implementation, please refer to the [amazon-science/earth-forecasting-transformer](https://github.com/amazon-science/earth-forecasting-transformer). The original implementation is licensed under the Apache License, Version 2.0.
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