Categorical Data Python Packages

tabmat

Efficient matrix representations for working with tabular data

sequenzo

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

ba

ba (Bayesian Association) provides a unified probabilistic framework for Qualitative Comparative Analysis (QCA) and Association Rule Mining (ARM)

population-resemblance

Python library for monitoring categorical population drift with the Population Resemblance Statistic (PRS), sample-size-aware thresholds, PSI and discrete KS benchmarks, and Monte Carlo simulation.

ndd

Bayesian entropy estimation in Python - via the Nemenman-Schafee-Bialek algorithm

entity-embeddings-categorical

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

category

Category transformation

coupled-biased-random-walks

Outlier detection for categorical data

mixed-naive-bayes

Naive Bayes with support for categorical and continuous data

catclass

MSC Project - Artifical Categorical Datasets

lshkrepresentatives

Categorial and numerical (ordinal and nonordinal) Data Clustering Algorithm

mixdist

Distances, nearest-neighbour search and clustering for mixed numeric/categorical tables. Exact Euclidean embedding of Gower distance; KAMILA and k-prototypes.

fkcenters

FuzzykCenters algorithms for fuzzy clustering categorical data