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data_​manipulation

This directory contains 8 workflows.

Auto Categorical Features Embedding 

This component encodes string (categorical) features into numeric features. Features created are: a) value-counts of categorical variables (count encoding), […]

auto synthetic data generator 

This node uses CTGAN to generate synthetic data. CTGAN is a collection of Deep Learning based Synthetic Data Generators for single table data, which are […]

IconClone adult dataset 

Clone adult dataset This workflow uses 'auto synthetic data generator' to generate synthetic data for 'adult' dataset. The performance of data generator […]

discover multple categorical columns 

This node helps discover multiple categorical columns in the dataset in one go among numeric columns. Many a time data is annonymized with a large number of […]