Invention Grant
- Patent Title: Generation of a dataset in the format of a machine learning framework
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Application No.: US16953157Application Date: 2020-11-19
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Publication No.: US11693878B2Publication Date: 2023-07-04
- Inventor: Joseph W. Dain , Gregory T. Kishi , Deepavali M. Bhagwat , Lukas Rupprecht , Constantine Arnold
- Applicant: INTERNATIONAL BUSINESS MACHINES CORPORATION
- Applicant Address: US NY Armonk
- Assignee: INTERNATIONAL BUSINESS MACHINES CORPORATION
- Current Assignee: INTERNATIONAL BUSINESS MACHINES CORPORATION
- Current Assignee Address: US NY Armonk
- Agency: Konrad Raynes Davda & Victor LLP
- Agent Rabindranath Dutta
- Main IPC: G06F17/00
- IPC: G06F17/00 ; G06F16/25 ; G06N5/04 ; G06N20/00

Abstract:
A dataset formatted in a first format is generated, wherein the dataset formatted in the first format includes at least a plurality of data elements that comprise data. A selection is made of machine learning framework, wherein the machine learning framework operates on datasets formatted in a second format that is different from the first format. The dataset is converted from the first format to the second format and links are generated from the converted dataset formatted in the second format to the plurality of data elements of the dataset formatted in the first format to avoid creating additional copies of the plurality of data elements.
Public/Granted literature
- US20220156276A1 GENERATION OF A DATASET IN THE FORMAT OF A MACHINE LEARNING FRAMEWORK Public/Granted day:2022-05-19
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