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Synthetic data generator for multi-channel timeseries. Uses plugin-based data generators that are traned on some real input multichannel timeseries and is able to produce new synthetic data trying to reach both accuracy in local patterns and distribution similarity to the original data.
Plugin-based synthetic data generator, using pre-trained VAE, GAN and VAE-GAN models.
WORK IN PROGRESS, COMING VERY SOON.
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Synthetic data generator for multi-channel timeseries. Uses plugin-based data generators that are traned on some real input multichannel timeseries and is able to produce new synthetic data trying to reach both accuracy in local patterns and distribution similarity to the original data.