Idea Learning Combines the Power of Human Knowledge with Machine Learning.

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Idea
Learning

Gamalon gets smarter faster by bringing together machine learning with domain-specific human understanding.

Gamalon was built to be explainable and easily editable.

6 Key
Principles

We have developed our approach to machine learning, which we call Idea Learning, with 6 key principles in mind. Inspired by the work of Pedro Domingos in the Master Algorithm, we combined different aspects of each approach to machine learning.

  • 1

    People

    Editable & Auditable AI; Human-machine interaction using ideas, not just labeling data
  • 2

    Deep Learning

    Neural / Connectionist; Deep learning finds patterns that people cannot find themselves.
  • 3

    Programs

    The ability to learn rules/programs that humans can read and understand
  • 4

    Probabilistic

    System is self aware internally about where it is uncertain
  • 5

    Populations

    Inspiration from evolutionary algorithms
  • 6

    Compositional

    Train and then recombine modules

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