Show and Tell - Real Time Analytics for AutoML Processes using TPOT

Dash Python
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Opening the covers of these black box systems to understand the inner workings is the step in the right direction for greater transparency. AutoMLizer - a real-time analytic application built in DASH helps in this regard by providing a mechanism to understand in real-time the progress of the AutoML system and get deeper visual insights on the decisions of the AutoML.

AutoMLizer Blog

AutoMLizer App
AutoMLizer App1813×868 84.7 KB

Real Time Run Status

Status of the Run
Status of the Run445×909 29 KB

Complete Video here.

OS

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I will upload this to heroku and put the source code on git later during the week - so that folks can install and use it.

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Code here AutoMLizer

This is the lite version of the application where there are no database or front-end/back-end separation. All code is encapsulated in.py files. Was a bit difficult to follow many good code practices - the separated application is efficient.

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