Decision Tree Classifier Python Packages

r2py-rpart

Python port of R's rpart: recursive partitioning and regression trees, with a compiled C core (via cffi) and R-parity Python functions for fitting, pruning, predicting, and plotting trees. Supports classification, regression, Poisson/survival, and user-defined splits. GPL-2.0-or-later, derived from Therneau & Atkinson's rpart.

mafese

Feature Selection using Metaheuristics Made Easy: Open Source MAFESE Library in Python

nlptoolkit-classification

Machine learning library for classification tasks

classic-id3-decisiontree

ID3 is a Machine Learning Decision Tree Algorithm that uses two methods to build the model. The two methods are Information Gain and Gini Index.

c45-decision-tree

DecisionTreeC45 is a library for creating decision trees using the C4.5 algorithm.

nlptoolkit-classification-cy

Machine learning library for classification tasks

strtree

Python package for strings classification based on tree-organized regular expressions

whitebeam

A simple decision tree library

transparentml

Machine Learning algorithm codes from scratch