===========
Seldon Core
===========
.. image:: ./_static/scv2_banner.png
   :alt: Seldon Core V2 logo
   :align: center
   :target: https://docs.seldon.io/projects/seldon-core/en/v2/index.html

.. important::
   `Seldon Core V2 <https://docs.seldon.io/projects/seldon-core/en/v2/index.html>`_ **is now available**. If you're new to Seldon Core we recommend you `start here <https://docs.seldon.io/projects/seldon-core/en/v2/contents/getting-started/index.html>`_. Check out the `full docs here <https://docs.seldon.io/projects/seldon-core/en/v2/index.html>`_ and make sure to leave feedback on `our slack community <https://join.slack.com/t/seldondev/shared_invite/zt-vejg6ttd-ksZiQs3O_HOtPQsen_labg>`_ and `submit bugs or feature requests on the repo <https://github.com/SeldonIO/seldon-core/issues/new/choose>`_.


.. These are hidden links, which are not linked anywhere but may still be
   exposed through an URL in readthedocs
.. TODO Filter through these to remove or ignore old ones
.. image:: ./images/core-logo-small.png
   :alt: Seldon logo
   :align: center

A platform to deploy your machine learning models on Kubernetes at massive scale.

Overview
--------
Seldon core converts your ML models (Tensorflow, Pytorch, H2o, etc.) or language wrappers (Python, Java, etc.) into production REST/GRPC microservices.

Seldon handles scaling to thousands of production machine learning models and provides advanced machine learning capabilities out of the box including Advanced Metrics, Request Logging, Explainers, Outlier Detectors, A/B Tests, Canaries and more.

.. youtube:: 5Q-03We8aDE
   :width: 100%

   
Quick Links
-----------

* Join our `community Slack <https://join.slack.com/t/seldondev/shared_invite/zt-vejg6ttd-ksZiQs3O_HOtPQsen_labg>`_ to ask any questions
* Get started with `Seldon Core Notebook Examples <./examples/notebooks.html>`_
* Join our fortnightly `online community calls <./developer/community.html#community-calls>`_ (`Google Calendar <https://calendar.google.com/event?action=TEMPLATE&tmeid=MmpzaWliOTQxdjEzbmduMTkyaHF0MnBpcGZfMjAyMTExMDRUMTYwMDAwWiBzZWxkb24uaW9fbTRuMnZtcmZubDI3M3FsczVnYjlwNjVpMHNAZw&tmsrc=seldon.io_m4n2vmrfnl273qls5gb9p65i0s%40group.calendar.google.com&scp=ALL>`_ , `iCal <https://calendar.google.com/calendar/ical/seldon.io_m4n2vmrfnl273qls5gb9p65i0s%40group.calendar.google.com/public/basic.ics>`_)
* Learn how you can `start contributing <./developer/contributing.html>`_
* Check out `Blogs <./tutorials/blogs.html>`_ that dive into Seldon Core components
* Watch some of the `Videos and Talks <./tutorials/videos.html>`_ using Seldon Core

.. toctree::
   :hidden:
   
   Getting Started </nav/getting-started.rst>
   Concepts </nav/concepts.rst>
   Configuration </nav/configuration.rst>
   Tutorials </nav/tutorials.rst>
   Reference <nav/reference.rst>
   Contributing </nav/contributing.rst>