A Python package for Earth forecasting transformer (Earthformer)
Project description
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
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
Built Distribution
File details
Details for the file earthformer-0.1.0.tar.gz.
File metadata
- Download URL: earthformer-0.1.0.tar.gz
- Upload date:
- Size: 1.2 MB
- Tags: Source
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/4.0.2 CPython/3.11.4
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 | f23a68edb81eccb8da802e453422ffc9ef85dcd86ceb4d7ea5fbb0bd0848af33 |
|
| MD5 | 7e297339f02da5c50ff3e0fb6c100db5 |
|
| BLAKE2b-256 | 7f74d2a9e2f046c6a288e1a69327362b49e3943e00be9e3e8add04422aea5a4c |
File details
Details for the file earthformer-0.1.0-py2.py3-none-any.whl.
File metadata
- Download URL: earthformer-0.1.0-py2.py3-none-any.whl
- Upload date:
- Size: 1.2 MB
- Tags: Python 2, Python 3
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/4.0.2 CPython/3.11.4
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 | 47e02873b21181d02edd8475f9f8dbbec7f40744cea1e785ae8e60d5c2f5a440 |
|
| MD5 | 20e3aa5fa06af6f66075ae096784ba7d |
|
| BLAKE2b-256 | ee6f8066546dbbbe2db4c8c6bd8d4d3ed959cf1dccd3d8a3f7157cdf4c5b66d4 |
