opengeos / earthformer

A Python package for Earth forecasting transformer

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

earthformer's Issues

Example notebooks (and/or detailed documentation)

Description

The documentation is kind of brief, so it would be nice to see some snippets that can show the library's usage (can be in the documentation, jupyter notebooks, etc.)