×

Machine learning repository service

  • US 10,572,321 B2
  • Filed: 03/12/2018
  • Issued: 02/25/2020
  • Est. Priority Date: 03/12/2018
  • Status: Active Grant
First Claim
Patent Images

1. A computer-implemented method comprising:

  • publishing and listing a plurality of machine learning algorithms and machine learning models as listed repository items, wherein each listed repository item is available for a third-party requester to use and each listing includes an indication of a category that the listed repository item belongs to, an application programming interface (API) definition, and a storage location of the listed repository item;

    receiving a request for a listed repository item from a third-party requester, the request indicating at least a category of the listed repository item;

    determining a suggestion of at least one listed repository item based on the request;

    providing the suggestion of the at least one listed repository item to the requester;

    causing the at least one listed repository item to be added to a machine learning pipeline associated with the third-party requester;

    receiving a request to allocate resources to use at least one of the suggested listed repository items from the third-party requester; and

    utilizing the allocated resources to perform a task using the selected at least one suggested listed repository item.

View all claims
  • 1 Assignment
Timeline View
Assignment View
    ×
    ×