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dmey / synthia

📈 🐍 Multidimensional synthetic data generation with Copula and fPCA models in Python
https://dmey.github.io/synthia
MIT License
53 stars 9 forks source link

Review: Comparisons to other common packages #23

Closed mnarayan closed 3 years ago

mnarayan commented 3 years ago

What are other packages people might use to simulate data (e.g. statsmodels comes to mind) and how is this package different? Your package supports generating data for multivariate copula distributions and via fPCA. I understand what this entails but I think this could use further elaboration.

This package supports nonparametric distributions much more than the typical parametric data generators found in common packages and it would be useful to highlight these explicitly.

dmey commented 3 years ago

I think have addressed this in the paper -- but please let me know if this is still unclear.