Modular Machine Learning Architecture

A device comprising:

• one or more processors;
• and
• memory storing instructions that when executed by the one or more processors, cause the one or more processors to perform operations comprising:
• accessing first input data;
• accessing a machine learning architecture comprising:
• a first module comprising a first neural network,
• a second module comprising a second neural network, and
• a third module comprising a third neural network;
• generating, using the first neural network of the first module, a first feature set representing a first portion of the first input data;
• generating, using the second neural network of the second module, a second feature set representing a second portion of the first input data;
• and
• generating, using the third neural network of the third module, first output data based on the first feature set and the second feature set.

One or more non-transitory, computer-readable storage media having instructions stored thereon, that when executed by one or more processors, cause the one or more processors to perform operations comprising:

• accessing first input data;
• accessing a machine learning architecture comprising:
• a first module comprising a first neural network,
• a second module comprising a second neural network, and
• a third module comprising a third neural network;
• generating, using the first neural network of the first module, a first feature set representing a first portion of the first input data;
• generating, using the second neural network of the second module, a second feature set representing a second portion of the first input data;
• and
• generating, using the third neural network of the third module, first output data based on the first feature set and the second feature set.