Synthetic Data Generation with SDV

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In this video we demonstrate the use of SDV (Synthetic Data Vault) library to generate synthetic datasets from your dataset.

We show how the library can be used to generate single table and multi table datasets with classical techniques like Gaussian Copula and newer ones liek GANs. We also show how you can tweak these models to customize your synthetic data.

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Good and fast introduction to SDV. Only the sound quality makes it hard to understand sometimes.

M_

Hello. Congratulations for the video, it was what I was looking for. Could you provide the notebook with the code please?

jonatapaulino

Do you have tutorial on generating synthetic data from Metamodels?

orlynmakanga

Hello, any one have any idea about the working principle behind PAR model and the evaluation metrics of time series data

jithivarghese

what I want to do is actually synthetize data to rebalance my original TIME SERIES data ..; The thing is that recreating the same thing as my original data which means the data is still rebalanced ... any idea on how doing this ?

ihebbibani

Does it maintain correlations between columns? From source data to the synthetic?

davidporterrealestate

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