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utilities for Scalable Deep Learning with Spark, Horovod and Petastorm\n=================================================================================\n\nThis repository contains useful elements and building blocks for scalable Deep Learning applications.\n\n|build| |codecov| |black| |pypi|\n\n.. |build| image:: https://img.shields.io/github/workflow/status/renardeinside/nocturne/CI%20pipeline/main?style=for-the-badge\n    :alt: GitHub Workflow Status\n    :target: https://github.com/renardeinside/dbx_scalable_dl/actions/workflows/onpush.yml\n\n.. |pypi| image:: https://img.shields.io/pypi/v/nocturne.svg?style=for-the-badge\n    :target: https://pypi.org/project/nocturne/\n    :alt: Latest Python Release\n\n.. |black| image:: https://img.shields.io/badge/code%20style-black-000000.svg?style=for-the-badge\n    :target: https://github.com/psf/black\n    :alt: We use black for formatting\n\n.. |codecov| image:: https://img.shields.io/codecov/c/github/renardeinside/nocturne/main?style=for-the-badge\u0026token=P9CiNFvruh\n    :alt: Codecov branch\n    :target: https://app.codecov.io/gh/renardeinside/nocturne\n\n\nDependencies\n------------\n\nThe following libraries shall be installed before using :code:`nocturne`:\n\n* JDK 1.8\n* Apache Spark 3.x\n* Tensorflow 2.x\n* :code:`horovod[spark, tensorflow]`\n* :code:`petastorm`\n\nSince packaging of these dependencies might be challenging, you can use the base docker image with all dependencies provided in `Dockerfile.base`_.\n\n\nTo install the library, run:\n\n.. code-block::\n\n    pip install nocturne\n\n\n\n\nResources\n---------\n\n* `Horovod installation guide \u003chttps://horovod.readthedocs.io/en/stable/install_include.html\u003e`_\n\n\n.. _Dockerfile.base: docker/Dockerfile.base","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Frenardeinside%2Fnocturne","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Frenardeinside%2Fnocturne","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Frenardeinside%2Fnocturne/lists"}