Sampling

After you are finished with modeling, your can use your synthesizer to generate and save synthetic sequences.

synthetic_data = synthesizer.sample(num_sequences=1000)

# save the data as a CSV
synthetic_data.to_csv('synthetic_data.csv', index=False)

What are your sampling needs?

Sequential synthesizers can support multiple sampling needs.

Sample Realistic Data

Create many sequences that follow the same format and mathematical properties as the real data.

Sample Conditional Data

Request specific, context that corresponds to your synthetic sequences.