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From "Anton Dmitriev (JIRA)" <j...@apache.org>
Subject [jira] [Updated] (IGNITE-11342) [ML] Umbrella: Create a Python API for Ignite ML
Date Mon, 18 Feb 2019 08:24:00 GMT

     [ https://issues.apache.org/jira/browse/IGNITE-11342?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel

Anton Dmitriev updated IGNITE-11342:
    Summary: [ML] Umbrella: Create a Python API for Ignite ML  (was: [ML] Create a Python
API for Ignite ML)

> [ML] Umbrella: Create a Python API for Ignite ML
> ------------------------------------------------
>                 Key: IGNITE-11342
>                 URL: https://issues.apache.org/jira/browse/IGNITE-11342
>             Project: Ignite
>          Issue Type: New Feature
>          Components: ml
>            Reporter: Anton Dmitriev
>            Assignee: Anton Dmitriev
>            Priority: Major
> Currently Apache Ignite ML provides only Java API. The most popular language of data
analysts is Python. To allow data analysts work with Ignite ML we need to provide Python API.
> The architecture of this Python API should be based on [Py4J|https://www.py4j.org/] library.
This library allows to starts a simple server of Java side and then translate all calls from
Python API into calls of corresponding Java API and interact with the server via TCP.

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