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Generate time-series data with Gretel’s new DGAN model

Blog post from Gretel.ai

Post Details
Company
Date Published
Author
Kendrick Boyd
Word Count
1,364
Language
English
Hacker News Points
-
Summary

IntroGretel has released an open beta version of its DGAN model, a dedicated time-series model in their API. The DGAN model can generate synthetic time-series data with the convenience of Gretel's API and is suitable for various applications such as smart home sensors or financial data analysis. This release includes a detailed blog post explaining how to use the new DGAN model, including an example demonstrating its basic usage with Python SDK. The DGAN model requires many examples of time series to train effectively, and users can modify the YAML configs as needed. As this is an open beta release, Gretel welcomes feedback from users to improve the experience.