US 12,067,432 B2
Machine learning repository service
Vineet Khare, Redmond, WA (US); Alexander Johannes Smola, Sunnyvale, CA (US); and Craig Wiley, Redmond, WA (US)
Assigned to Amazon Technologies, Inc., Seattle, WA (US)
Filed by Amazon Technologies, Inc., Seattle, WA (US)
Filed on Jan. 10, 2022, as Appl. No. 17/572,470.
Application 17/572,470 is a continuation of application No. 16/799,443, filed on Feb. 24, 2020, granted, now 11,249,827.
Application 16/799,443 is a continuation of application No. 15/919,178, filed on Mar. 12, 2018, granted, now 10,572,321, issued on Feb. 25, 2020.
Prior Publication US 2022/0129334 A1, Apr. 28, 2022
Int. Cl. G06F 9/44 (2018.01); G06F 9/455 (2018.01); G06F 9/50 (2006.01); G06F 9/54 (2006.01); G06N 20/00 (2019.01); G06Q 10/00 (2023.01)
CPC G06F 9/547 (2013.01) [G06F 9/45558 (2013.01); G06F 9/5027 (2013.01); G06N 20/00 (2019.01); G06Q 10/00 (2013.01); G06F 2009/45575 (2013.01)] 20 Claims
OG exemplary drawing
 
1. A computer-implemented method, comprising:
publishing, by a web services provider, a machine learning item comprising one or more of a machine learning pipeline, a machine learning algorithm, or a machine learning model to a hosted machine learning repository, the machine learning item including a name of the machine learning item and an indication of a category to which the machine learning item belongs;
receiving, by the web services provider from a requester, a request to use the machine learning item; and
adding, by the web services provider, the machine learning item as part of a pipeline.