Release Date: May 16, 2023
This release marks a major milestone the overall API usage and synthetic data workflows. New features include:
Easy, automatic metadata creation and validation. Use the new Python API to write a metadata JSON description. Automatically detect it from real data and validate it to make sure it’s accurate.
Pause, inspect and customize your synthetic data workflow. Fine-tune your synthesizer to optimize data quality. Customize and view the data preprocessing to make your synthetic data project successful.
Generate synthetic data from scratch. Are you still waiting for access to the real data? No problem. Use the Day Z Synthesizer to supply your metadata and create realistic synthetic data on day zero — no real data or machine learning required!
Additional Updates We’ve also addressed a number of smaller issues including: The ability to load in multiple CSVs, modeling columns that are completely blank (null) and generating IDs with large regexes.