Deep Learning Model Based on Attention Using Embedding Scheme for Continuous Variables of Tabular Data
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United States of America Patent
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Jun 29, 2023
app pub date -
Nov 23, 2022
filing date -
Dec 24, 2021
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Abstract
A deep learning model based on attention using an embedding scheme for continuous variables of tabular data. A method of constructing the deep learning model based on attention includes converting tabular data of structured data having a mixture of categorical variables and continuous variables into embedding values and training a network model including a transformer block, a linear layer block, and a sharing function for the sharing of an attention between the transformer block and the linear layer block by using the embedding values.
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