[IGNITE-11342] [ML] Umbrella: Create a Python API for Ignite ML

• Type: New Feature
• Status: Open
• Priority: Minor
• Resolution: Unresolved
• Fix Version/s: 3.0
• Component/s: ml
• Ignite Flags: Docs Required
• Assignee: Alexey Zinoviev
• Reporter: Alexey Zinoviev
• Created: 18/Feb/19 08:16
• Updated: 20/Aug/20 13:37

Description

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 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.

Sub-Tasks

• [ML] Create a stub of Python API module: Open