Application Development Platform and Software Development Kits that Provide Comprehensive Machine Learning Services

A computer-implemented method, the method comprising:

• receiving, by one or more processors of a computing device, data from a mobile computing device, the data indicating that a computer application stored in a memory of the mobile computing device has begun execution, the data including input data from the computer application;
• identifying, by the one or more processors, a first machine-learned model of one or more machine-learned models and a machine learning library stored in a memory of the computing device, the first machine-learned model being identified based at least in part on the input data from the computer application;
• and
• communicating, by the one or more processors, the first machine-learned model to the mobile computing device using an application programming interface.

One or more non-transitory computer-readable media that collectively store:

• a machine intelligence software development kit, the machine intelligence software development kit configured to:
• store one or more machine-learned models and a machine learning library;
• and
• instructions that, when executed by the one or more processors, cause the one or more processors to perform operations, the operations comprising:
• receiving, from a mobile computing device, data indicating that a computer application stored in a memory of the mobile computing device has begun execution, the data including input data from the computer application;
• identifying a first machine-learned model of the one or more machine-learned models and machine learning library based at least in part on the input data from the computer application;
• and
• communicating, using an application programming interface, the first machine-learned model to the mobile computing device.