Machine learning model tracking platform

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United States of America Patent

PATENT NO 9996804
SERIAL NO

14684041

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Abstract

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Some embodiments include a machine learner platform. The machine learner platform can implement a model tracking service to track one or more machine learning models for one or more application services. A model tracker database can record a version history and/or training configurations of the machine learning models. The machine learner platform can implement a platform interface configured to present interactive controls for building, modifying, evaluating, deploying, or compare the machine learning models. A model trainer engine can task out a model training task to one or more computing devices. A model evaluation engine can compute an evaluative metric for a resulting model from the model training task.

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Patent Owner(s)

Patent OwnerAddress
META PLATFORMS INC1601 WILLOW ROAD MENLO PARK CA 94025

International Classification(s)

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  • 2015 Application Filing Year
  • G06N Class
  • 2935 Applications Filed
  • 1770 Patents Issued To-Date
  • 60.31 % Issued To-Date
Click to zoom InYear of Issuance% of Matters IssuedCumulative IssuancesYearly Issuances201520162017201820192020202120222023202420250255075100

Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Agarwal, Parul Mountain View, US 1 91
Bowers, Stuart Michael Menlo Park, US 14 521
Mehanna, Hussein Mohamed Hassan Cupertino, US 7 361
Oberoi, Parv Ajay Sunnyvale, US 2 91

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Patent Citation Ranking

  • 18 Citation Count
  • G06N Class
  • 85.85 % this patent is cited more than
  • 7 Age
Citation count rangeNumber of patents cited in rangeNumber of patents cited in various citation count ranges541221792101 - 1011 - 2021 - 3031 - 4041 - 500102030405060708090100110120130

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