US 11,776,060 B2
Object-oriented machine learning governance
Alain Charles Briancon, Germantown, MD (US); Jean Joseph Belanger, Austin, TX (US); Chris Michael Coovrey, Austin, TX (US); Thejas Narayana Prasad, Spring, TX (US); and Mirza Safiullah Baig, Hamilton (CA)
Assigned to Cerebri AI Inc., Austin, TX (US)
Filed by Cerebri AI Inc., Austin, TX (US)
Filed on Jun. 3, 2020, as Appl. No. 16/891,863.
Claims priority of provisional application 62/856,713, filed on Jun. 3, 2019.
Prior Publication US 2020/0380303 A1, Dec. 3, 2020
Int. Cl. G06Q 40/08 (2012.01); G06N 20/00 (2019.01); G06F 8/20 (2018.01); G06N 20/20 (2019.01); G06F 8/10 (2018.01); G06F 8/30 (2018.01); G06F 8/36 (2018.01); G06F 16/25 (2019.01); G06F 9/445 (2018.01); G06N 5/04 (2023.01); G06Q 10/0631 (2023.01); G06Q 10/0637 (2023.01); G06Q 10/0639 (2023.01); G06Q 10/067 (2023.01); G06Q 30/012 (2023.01); G06Q 30/016 (2023.01); G06Q 30/0204 (2023.01); G06Q 30/0202 (2023.01); G06F 18/214 (2023.01); G06F 18/21 (2023.01); G06F 18/243 (2023.01); G06Q 40/03 (2023.01); G06F 30/20 (2020.01)
CPC G06Q 40/08 (2013.01) [G06F 8/10 (2013.01); G06F 8/24 (2013.01); G06F 8/315 (2013.01); G06F 8/36 (2013.01); G06F 9/44521 (2013.01); G06F 16/254 (2019.01); G06F 18/214 (2023.01); G06F 18/2148 (2023.01); G06F 18/2185 (2023.01); G06F 18/24323 (2023.01); G06F 30/20 (2020.01); G06N 5/04 (2013.01); G06N 20/00 (2019.01); G06N 20/20 (2019.01); G06Q 10/067 (2013.01); G06Q 10/06316 (2013.01); G06Q 10/06375 (2013.01); G06Q 10/06393 (2013.01); G06Q 30/012 (2013.01); G06Q 30/016 (2013.01); G06Q 30/0202 (2013.01); G06Q 30/0204 (2013.01); G06Q 40/03 (2023.01)] 19 Claims
OG exemplary drawing
 
1. A tangible, non-transitory, machine-readable medium storing instructions that when executed by one or more processors effectuate operations comprising:
writing, with a computing system, a first plurality of classes using object-oriented modelling of modelling methods;
writing, with the computing system, a second plurality of classes using object-oriented modelling of governance;
scanning, with the computing system, a set of libraries collectively containing both modelling object classes among the first plurality of classes and governance classes among the second plurality of classes to determine class definition information;
using, with the computing system, at least some of the class definition information to produce object manipulation functions, wherein the object manipulation functions allow a governance system to access methods and attributes of classes among the first plurality of classes or the second plurality of classes to manipulate objects of at least some of the modelling object classes; and
using at least some of the class definition information to effectuate access to the object manipulation functions.