TE
科技回声
首页24小时热榜最新最佳问答展示工作
GitHubTwitter
首页

科技回声

基于 Next.js 构建的科技新闻平台,提供全球科技新闻和讨论内容。

GitHubTwitter

首页

首页最新最佳问答展示工作

资源链接

HackerNews API原版 HackerNewsNext.js

© 2025 科技回声. 版权所有。

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

1 点作者 repeat_or大约 3 年前

1 comment

repeat_or大约 3 年前
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.