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Showing posts from July, 2022

VAE-based Deep Learning data synthesizer ~ TVAE, Synthetic Data Vault — IV, Triplet-based Variable AutoEncoders, A deep learning approach for building synthetic data.

GAN-based Deep Learning data synthesizer ~ CopulaGAN, Synthetic Data Vault — III, A deep learning approach for building synthetic data.

GAN-based Deep Learning data synthesizer ~ CTGAN, Synthetic Data Vault — II, A deep learning approach for building synthetic data.

Synthetic Data Vault. A deep learning approach for building synthetic data

Handle Imbalanced Dataset with ease, Featuring BalancedBaggingClassifier and BalancedRandomforestClassfier