Earthformer

A Python package for Earth forecasting transformer

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.

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

Name		Name	Last commit message	Last commit date
Latest commit History 20 Commits
.github		.github
docs		docs
earthformer		earthformer
tests		tests
.editorconfig		.editorconfig
.gitignore		.gitignore
LICENSE		LICENSE
MANIFEST.in		MANIFEST.in
README.md		README.md
mkdocs.yml		mkdocs.yml
requirements.txt		requirements.txt
requirements_dev.txt		requirements_dev.txt
requirements_docs.txt		requirements_docs.txt
setup.cfg		setup.cfg
setup.py		setup.py