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Graphical user interface to an artificial intelligence engine utilized to generate one or more trained artificial intelligence models

  • US 10,664,766 B2
  • Filed: 01/26/2017
  • Issued: 05/26/2020
  • Est. Priority Date: 01/27/2016
  • Status: Active Grant
First Claim
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1. A computing system, comprising a processor, and a storage device holding instructions executable by the processor to:

  • receive a source code through an application programming interface (“

    API”

    ) exposed to a graphical user interface (“

    GUI”

    ),wherein the GUI is configured to enable an author to define a mental model with a pedagogical programming language, the mental model including an input, one or more concept nodes, and an output, and the pedagogical programming language is configured to enable the author to define schemas describing one or more data types to be streamed through connected nodes of the mental model, the data types including a constrained data type with range expressions limiting the data of the constrained data type;

    generate an assembly code from the source code with a compiler of an artificial intelligence (“

    AI”

    ) engine configured to work with the GUI;

    propose a neural-network layout including one or more neural-network layers from the assembly code with an architect AI-engine module of the AI engine;

    build an AI model including the one or more neural-network layers from the neural-network layout with a learner AI-engine module of the AI engine; and

    train the AI model on the mental model with an instructor AI-engine module of the AI engine.

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