{"id":14958693,"url":"https://github.com/xarray-contrib/xbatcher","last_synced_at":"2025-04-08T09:04:48.604Z","repository":{"id":38211085,"uuid":"155272397","full_name":"xarray-contrib/xbatcher","owner":"xarray-contrib","description":"Batch generation from xarray datasets","archived":false,"fork":false,"pushed_at":"2025-03-26T01:04:36.000Z","size":477,"stargazers_count":171,"open_issues_count":37,"forks_count":29,"subscribers_count":11,"default_branch":"main","last_synced_at":"2025-04-01T08:29:18.354Z","etag":null,"topics":["keras","pytorch","tensorflow","xarray","xarray-accessor"],"latest_commit_sha":null,"homepage":"https://xbatcher.readthedocs.io","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/xarray-contrib.png","metadata":{"files":{"readme":"README.rst","changelog":null,"contributing":"CONTRIBUTING.md","funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":"CITATION.cff","codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2018-10-29T19:55:10.000Z","updated_at":"2025-03-17T18:07:09.000Z","dependencies_parsed_at":"2023-02-18T19:45:39.897Z","dependency_job_id":"3f14b923-f8d9-4a70-a99c-e084bd0ee689","html_url":"https://github.com/xarray-contrib/xbatcher","commit_stats":{"total_commits":187,"total_committers":17,"mean_commits":11.0,"dds":0.7219251336898396,"last_synced_commit":"4723d005d99f46aa6f578293c0d1aaced4bed76f"},"previous_names":[],"tags_count":4,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/xarray-contrib%2Fxbatcher","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/xarray-contrib%2Fxbatcher/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/xarray-contrib%2Fxbatcher/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/xarray-contrib%2Fxbatcher/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/xarray-contrib","download_url":"https://codeload.github.com/xarray-contrib/xbatcher/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":247809964,"owners_count":20999816,"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":["keras","pytorch","tensorflow","xarray","xarray-accessor"],"created_at":"2024-09-24T13:17:50.950Z","updated_at":"2025-04-08T09:04:48.587Z","avatar_url":"https://github.com/xarray-contrib.png","language":"Python","readme":"xbatcher: Batch Generation from Xarray Datasets\n===============================================\n\n|Build Status| |codecov| |docs| |pypi| |conda-forge| |license| |zenodo|\n\n\nXbatcher is a small library for iterating Xarray DataArrays and Datasets in\nbatches. The goal is to make it easy to feed Xarray objects to machine\nlearning libraries such as PyTorch_ or TensorFlow_. View the |docs| for more\ninfo.\n\n.. _TensorFlow: https://www.tensorflow.org/\n\n.. _PyTorch: https://pytorch.org/\n\n\n.. |Build Status| image:: https://github.com/xarray-contrib/xbatcher/workflows/CI/badge.svg\n   :target: https://github.com/xarray-contrib/xbatcher/actions\n   :alt: github actions build status\n.. |codecov| image:: https://codecov.io/gh/xarray-contrib/xbatcher/branch/main/graph/badge.svg\n   :target: https://codecov.io/gh/xarray-contrib/xbatcher\n   :alt: code coverage\n.. |docs| image:: http://readthedocs.org/projects/xbatcher/badge/?version=latest\n   :target: http://xbatcher.readthedocs.org/en/latest/?badge=latest\n   :alt: docs\n.. |pypi| image:: https://img.shields.io/pypi/v/xbatcher.svg\n   :target: https://pypi.python.org/pypi/xbatcher\n   :alt: pypi\n.. |conda-forge| image:: https://img.shields.io/conda/vn/conda-forge/xbatcher.svg\n   :target: https://anaconda.org/conda-forge/xbatcher\n   :alt: conda-forge\n.. |license| image:: https://img.shields.io/github/license/xarray-contrib/xbatcher.svg\n   :target: https://github.com/xarray-contrib/xbatcher\n   :alt: license\n.. |zenodo| image:: https://zenodo.org/badge/DOI/10.5281/zenodo.13776824.svg\n   :target: https://doi.org/10.5281/zenodo.13776824\n   :alt: zenodo\n\nInstallation\n------------\n\nXbatcher can be installed from PyPI as::\n\n    python -m pip install xbatcher\n\nOr via Conda as::\n\n    conda install -c conda-forge xbatcher\n\nOr from source as::\n\n    python -m pip install git+https://github.com/xarray-contrib/xbatcher.git\n\n.. note::\n   The required dependencies installed with Xbatcher are `Xarray \u003chttps://xarray.dev/\u003e`_,\n   `Dask \u003chttps://www.dask.org/\u003e`_, and `NumPy \u003chttps://numpy.org/\u003e`_.\n   You will need to separately install `TensorFlow \u003chttps://www.tensorflow.org/\u003e`_\n   or `PyTorch \u003chttps://pytorch.org/\u003e`_ to use those data loaders or\n   Xarray accessors. `Review the installation instructions \u003chttps://xbatcher.readthedocs.io/en/latest/#optional-dependencies\u003e`_\n   for more details.\n\nDocumentation\n-------------\n\nDocumentation is hosted on ReadTheDocs: https://xbatcher.readthedocs.org\n\nLicense\n------------\n\nApache License 2.0, see LICENSE file.\n\nAcknowledgements\n----------------\n\nThis work was funded in part by:\n\nNASA ACCESS19-0049: Pangeo ML: Open Source Tools and Pipelines for Scalable Machine Learning Using NASA Earth Observation Data\n\nThis work was motivated by many conversations in the Pangeo community and Pangeo ML working group\n","funding_links":[],"categories":[],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fxarray-contrib%2Fxbatcher","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fxarray-contrib%2Fxbatcher","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fxarray-contrib%2Fxbatcher/lists"}