{"id":19553566,"url":"https://github.com/opengeos/earthformer","last_synced_at":"2025-07-20T22:06:05.448Z","repository":{"id":184943924,"uuid":"672736127","full_name":"opengeos/earthformer","owner":"opengeos","description":"A Python package for Earth forecasting transformer","archived":false,"fork":false,"pushed_at":"2024-07-20T00:45:47.000Z","size":1983,"stargazers_count":83,"open_issues_count":1,"forks_count":5,"subscribers_count":6,"default_branch":"main","last_synced_at":"2025-04-11T14:56:17.612Z","etag":null,"topics":["deep-learning","earthformer","forecasting","geospatial","transformer"],"latest_commit_sha":null,"homepage":"https://open.gishub.org/earthformer","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"apache-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/opengeos.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":"docs/contributing.md","funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2023-07-31T03:43:53.000Z","updated_at":"2025-04-04T04:30:05.000Z","dependencies_parsed_at":"2023-07-31T04:02:25.965Z","dependency_job_id":"d3d00a5b-a50a-458e-94c3-0ff3fef91c78","html_url":"https://github.com/opengeos/earthformer","commit_stats":{"total_commits":27,"total_committers":1,"mean_commits":27.0,"dds":0.0,"last_synced_commit":"2ff5d8d8ee14889b002776c3d4813b482fdddc5b"},"previous_names":["opengeos/earthformer"],"tags_count":8,"template":false,"template_full_name":null,"purl":"pkg:github/opengeos/earthformer","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/opengeos%2Fearthformer","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/opengeos%2Fearthformer/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/opengeos%2Fearthformer/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/opengeos%2Fearthformer/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/opengeos","download_url":"https://codeload.github.com/opengeos/earthformer/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/opengeos%2Fearthformer/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":266205048,"owners_count":23892389,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["deep-learning","earthformer","forecasting","geospatial","transformer"],"created_at":"2024-11-11T04:23:48.298Z","updated_at":"2025-07-20T22:06:05.433Z","avatar_url":"https://github.com/opengeos.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Earthformer\n\n[![image](https://img.shields.io/pypi/v/earthformer.svg)](https://pypi.python.org/pypi/earthformer)\n[![image](https://img.shields.io/conda/vn/conda-forge/earthformer.svg)](https://anaconda.org/conda-forge/earthformer)\n[![Open In Studio Lab](https://studiolab.sagemaker.aws/studiolab.svg)](https://studiolab.sagemaker.aws/import/github/opengeos/earthformer/blob/main/docs/examples/earthnet2021.ipynb)\n[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/opengeos/earthformer/blob/main/docs/examples/earthnet2021.ipynb)\n\n**A Python package for Earth forecasting transformer**\n\n-   Free software: Apache License, Version 2.0 (Apache-2.0)\n-   Documentation: \u003chttps://opengeos.github.io/earthformer\u003e\n\n## Introduction\n\nThis 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.\n\n## Installation\n\nThe `earthformer` package is available on [PyPI](https://pypi.org/project/earthformer). To install it, run:\n\n```bash\npip install earthformer\n```\n\nThe `earthformer` package is also available on [conda-forge](https://anaconda.org/conda-forge/earthformer). To install it, run:\n\n```bash\nconda create -n earthformer python=3.10\nconda activate earthformer\nconda install -c conda-forge mamba\nmamba install -c conda-forge earthformer\n```\n\n## Disclaimer\n\nI 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.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fopengeos%2Fearthformer","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fopengeos%2Fearthformer","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fopengeos%2Fearthformer/lists"}