Categorical Data Python Packages

tabmat

Efficient matrix representations for working with tabular data

sequenzo

A fast, scalable, and intuitive Python package in sequence analysis.

category

Category transformation

entity-embeddings-categorical

Discover relevant information about categorical data with entity embeddings using Neural Networks (powered by Keras)

ndd

Bayesian entropy estimation from discrete data

mixed-naive-bayes

Naive Bayes with support for categorical and continuous data

coupled-biased-random-walks

Outlier detection for categorical data

catclass

A robust framework for generating synthetic categorical datasets for evaluation or testing purposes.

lshkrepresentatives

LSH-k-Representatives: Mixed categorial and numerical (ordinal and nonordinal) data clustering algorithm algorithm

fkcenters

FuzzykCenters algorithms for fuzzy clustering categorical data