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In order to generate synthetic data, we are considering deep learning technique such as GANs.

SYNTHETIC TABULAR DATA GENERATION USING GANs BASIC VERSION (DEVELOPED ON THE BASIS OF EXISTING WORK):-

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THIS FIGURE REPRESENTS THE BASIC ARCHITECTURE OF GANs

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THIS FIGURE REPRESENTS THE EXACT FLOW OF OUR MODEL

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THIS FIGURE EXPLAINS THE EXACT FLOW OF OUR MODEL

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THIS FIGURE REPRESENTS THE REAL DATASET USED IN OUR MODEL

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THIS FIGURE REPRESENTS THE GENERATED DATASET

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THIS FIGURE REPRESENTS THE FINAL RESULTS OF OUR MODEL

Volunteers

Hemashree Hemashree R

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