What kinds of data can I send to Gretel-synthetics?
You can create synthetic data from any kind of text data, whether structured or unstructured. The simpler the data format the better, we recommend CSV, Pandas DataFrames, or unstructured text delimited by line. Gretel-synthetics thrives on patterns. For example, it does particularly well on machine learning datasets as it’s able to replicate both within field distributions as well as cross field correlations. Conversely, if all your dataset field values are highly unique, the model will struggle to find exploitable patterns.