Gretel.ai: Open-Source AI Tool to Generate Synthetic Data

https://www.researchgate.net/publication/359133233_Gretelai_Open-Source_Artificial_Intelligence_Tool_To_Generate_New_Synthetic_Data

by repeat_or • 4 years ago

1 1 4 years ago

researchgate.net

repeat_or• 4 years ago

This paper investigated the existing artificial intelligence tool, the Gretel.ai, for generating synthetic data and intelligent data analysis and applications. Using the ASD Toddler dataset, which is publicly available, the proposed framework can generate synthetic data ranging from 1054 to 5000 records without changing the original features. By viewing the graphics using the ASD dataset, the tool also provides a quick report, namely the Gretel Synthetic Report, which can help quantify their utility on exploratory data analysis. With these benefits and the availability of synthetic data, it will likely become the future of Artificial Intelligence. In due course, the synthetic data will replace actual data to become primary data generation for future references.

Gretel.ai: Open-Source AI Tool to Generate Synthetic Data

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