How does Gretel Synthetics create artificial data?
Gretel Synthetics utilizes a sequence-to-sequence architecture to train on a text dataset and learn to predict the next characters in the sequence. Gretel-synthetics uses a Long-Short Term Memory (LSTM) artificial neural network to learn and create new synthetic examples from any kind of text or structured data.