Brainstorm features
Build an abstract representation of your process through collaboration & smart recommendations.
SQUIDBOT.io is a deep learning hub for manufacturers where engineers build and train industrial agents in minutes. From describing your autonomous agent features directly from your existing supervisory system or simply adding new ones, the Brainstorm Features module couldn't be simpler for this task.
Design your agents with meaningful features
Features are representations your agent built-in algorithm can understand. From analog/digital I/Os to alarms, you can instantly describe your agent anatomy for a maximal performance.
Feature extraction from Industrial Processes has never been simpler
The Brainstorm Features gives you full visibility into your sensory level data streams. Prior to the features extraction process, you can easily connect, setup and monitor your data flow from third-party modules.
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Domain knowledge made simple
Automatic recommendation for the most relevant features selected for your initial feature engineering task.
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Easily handle qualitative features
The most tedious part in any feature engineering job is making qualitative features understandable by agents. Not anymore.
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Via-negativa approach
Highly correlated variables will be automatically detected. The platform ensures less noise by removing unnecessary features.
Build industrial agents & improve your overall payoff
By bringing intuitive industrial agents design to manufacturers, engineers will explore new horizons using this technology
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Less interventionism
Less frustration about the overall features selection process
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Heuristics-based
Features that worked, are features that will work