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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

Support categorical data for pyvinecopulib #13

Closed letmaik closed 3 years ago

letmaik commented 3 years ago

During fitting, category values are reindexed as integers starting from 0 and transformed to one-hot vectors. The opposite during generation. Any data type works for categories, including strings.