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Review on JADBio AutoML by Michael Miner

Revainrating 5 out of 5

A must-have for automation guys out here

I've been using jadbioml's AutomaL toolbox since 2014 when my team faced our first big ML challenge - building an automated model builder which can take in huge amount (tens or hundreds) high quality features/lab values as input parameters without knowing how many there are & generate thousands more lab attributes automatically so that we don't have this problem again next year! It is really great workhorse software where you get all needed tools under one hood! Highly recommended if your project deals heavily w code complexity issues like us :). We used AutomataTrix' auto generated ml pipeline but had problems finding enough training samples at low cost due poor sample availability issue back then ;-) So instead started working only manually till now after about 3 years!! Great stuff!! You will love them once u go through their demo videos I like that we can do many things at once using this software. It is very user friendly so anyone who has basic computer skills will be able to learn how to utilize their system without much help or guidance. The only thing i dislike about this product is having too MANY options at one time! You need someone there if you are not sure what each button does exactly. This program allows me to take my research in new directions quickly and easily.

img 1 attached to JADBio AutoML review by Michael Miner



Pros
  • Ease with data integration
  • Intuitive interface for non technical people, even those from industry background.
  • Ability create custom scripts via python scripting language; eases interfacing other platforms sucha s RDBMS databases etc.for easy storage management
  • Easy access by multiple users across different locations around world :).It takes less than 5 minuets just install it locally !:) And start playing
Cons
  • I will keep silent