Earthformer

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 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. Credits to the authors and their repository for the original implementation.

Installation

The earthformer package is available on PyPI. To install it, run:

pip install earthformer

The earthformer package is also available on conda-forge. To install it, run:

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. The original implementation is licensed under the Apache License, Version 2.0.