Patent · US Active

Machine learning model repository management and search engine

US12340293B2 · kind B2 · utility

0Cited by

6References

17Claims

0Family size

Assignee

International Business Machines Corporation · US

Inventors

Yaniv Gur · Los Altos, US
Tanveer F. Syeda-Mahmood · Cupertino, US

Key dates

Filing date	Jul 18, 2019
Grant date	Jun 24, 2025
Priority date	—
Expiry date	Apr 22, 2044

Classification

Technology area (CPC G)Physics
CPC primaryG06N7/01
WIPO fieldComputer technology
WIPO sectorElectrical engineering

Abstract

Mechanisms are provided to implement a machine learning framework that operates to register a plurality of machine learning algorithms used to train machine learning models to perform related tasks, and to index the machine learning algorithms to generate and store a machine learning algorithm metadata model for each machine learning algorithm. The machine learning framework receives a user specification of an analytics pipeline task for which a machine learning model is to be trained, and converts the user specification to machine learning algorithm search criteria used to search the index to identify matching machine learning algorithms having a corresponding machine learning algorithm metadata model that matches the machine learning algorithm search criteria. The machine learning framework outputs information describing the matching machine learning algorithms.

Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.