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 itās 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.
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- Join the Synthetic Data Community
Join our Discord to connect with the Gretel team and engage with our community.
- Read our docs
Set up your environment and connect to our SDK.