Conditional Sampling
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Do you have exact values that you'd like to include in the synthetic data? Using conditional sampling to provide this information. Conditional sampling allows you to target the exact data you need, while still preserving correlations with other, related variables.
Use cases include:
Generating hypothetical scenarios by fixing the values to correspond to extreme cases
De-biasing your data by requesting an equal balance of labels
Imputing unknown data by requesting the data that you already know
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