Knowledge Discovery Python Packages

desbordante

Desbordante is a high-performance data profiler that is capable of discovering many different patterns in data using various algorithms. It also allows to run data cleaning scenarios using these algorithms. Desbordante has a console version and an easy-to-use web application.

pyaerial

An implementation of the Aerial neurosymbolic association rule mining algorithm from tabular datasets.

seq2pat

[AAAI 2022] Seq2Pat: Sequence-to-Pattern Generation Library

segmentation-forests

Discover hidden segments in your data using Random Forest-inspired trees that find where metric distributions diverge from the background.

spivae

Stochastic processes insights from VAE. Code for the paper: Learning minimal representations of stochastic processes with variational autoencoders.

pynequa

A python library to handle communication with Sinequa's REST API.