Black Lives Matter. Please consider donating to Black Girls Code today.

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

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

Real Time Run Status

Complete Video here.

OS

3 Likes

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.

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.

1 Like