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 […]
Clone 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 […]