Do I still need to de-identify sensitive data when using gretel-synthetics?
Gretel synthetics will memorize and replay repeated data that it observes in the training set. When anonymizing sensitive identifying data types within a dataset, such as fields containing social security or credit card numbers, it is best to anonymize data as best as possible before training the synthetic model. Gretel helps you automate this process with our data labeling APIs and transformation SDKs.
Get Started
Ready to try Gretel?
Start making your job easier instantly.
Get started in just a few clicks with a free account.
Get started in just a few clicks with a free account.
- 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.