Technical Documentation: SeldonIO/seldon
ℹ️ Provenance: Multi-Tier Ingestion · CodeWiki Reference
Doc Requirements (`doc/requirements.txt`)
sphinx>=1.8.4
sphinx-autodoc-typehints>=1.6.0
sphinx_material==0.0.30
m2r2>=0.2.5
sphinxcontrib-apidoc>=0.3.0
Doc Source Index (`doc/source/index.rst`)
.. Seldon documentation master file, created by
sphinx-quickstart on Tue Mar 19 08:59:33 2019.
You can adapt this file completely to your liking, but it should at least
contain the root toctree directive.
.. image:: seldon.png
:alt: Seldon logo
:align: center
Seldon provides a set of tools for deploying machine learning models at scale.
- Deploy machine learning models in the cloud or on-premise.
- Get metrics and ensure proper governance and compliance for your running machine learning models
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Projects & Products
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Seldon Core
An MLOps framework to package, deploy, monitor and manage thousands of production machine learning models
Seldon Core on GitHub_Seldon Core Technical Documentation_
Alibi Explain
Algorithms for AI Explainability for machine learning models
alibi on Github_alibi Documentation_
Alibi Detect
Algorithms for outlier detection, concept drift and metrics
alibi-detect on Github_alibi-detect Documentation_
Tempo
MLOps SDK for accelerating data science experimentation with Seldon Core and KFserving
Tempo on Github_Tempo Documentation_
MLServer
High performance ayncio machine learning model server for Seldon and KFserving
MLServer on Github_MLServer Documentation_
Seldon Deploy
Enterprise platform that introduces advanced management, monitoring and explainability to open source stack
Seldon Deploy Documentation_Seldon Deploy Trial Overview_
Seldon Deploy SDK
Enterprise SDK that provides a Pythonic way to interact with the Seldon Deploy Enterprise API
Seldon Deploy SDK on Github_
.. _Seldon Core on GitHub: https://github.com/SeldonIO/seldon-core
.. _Seldon Core Technical Documentation: https://docs.seldon.io/projects/seldon-core/en/latest/
.. _alibi on Github: https://github.com/SeldonIO/alibi
.. _alibi Documentation: https://docs.seldon.io/projects/alibi/en/latest/
.. _alibi-detect on Github: https://github.com/SeldonIO/alibi-detect
.. _alibi-detect Documentation: https://docs.seldon.io/projects/alibi-detect/en/latest/
.. _Tempo on Github: https://github.com/SeldonIO/tempo
.. _Tempo Documentation: https://tempo.readthedocs.io/en/latest/
.. _MLServer on Github: https://github.com/SeldonIO/MLServer
.. _MLServer Documentation: https://mlserver.readthedocs.io/en/latest/
.. _Seldon Deploy Documentation: https://deploy.seldon.io
.. _Seldon Deploy Trial Overview: https://www.seldon.io/exec/products/deploy/
.. _Seldon Deploy SDK on Github: https://github.com/SeldonIO/seldon-deploy-sdk
.. toctree::
:maxdepth: 2
:caption: Contents:
Doc Source Extra Robots (`doc/source/_extra/robots.txt`)
User-agent: *
Allow: /projects/seldon-core/en/latest/
Allow: /projects/alibi/en/latest/
Allow: /projects/alibi-detect/en/latest/
Allow: /$
Disallow: /
Sitemap: https://docs.seldon.io/sitemap.xml
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