Decision Tree Python Packages

connected-components-3d

Connected components on discrete and continuous multilabel 3D & 2D images. Handles 26, 18, and 6 connected variants; periodic boundaries (4, 8, & 6)

pyxai

PyXAI (Python eXplainable AI) is a Python library (version 3.6 or later) allowing to bring formal explanations suited to (regression or classification) tree-based ML models (Decision Trees, Random Forests, Boosted Trees, ...).

forestfire-ml

Machine learning from the ground up in Rust

mljar-supervised

Python package for AutoML on Tabular Data with Feature Engineering, Hyper-Parameters Tuning, Explanations and Automatic Documentation

classicml

An easy-to-use ML framework

obliquetree

obliquetree is an advanced decision tree implementation featuring oblique and axis-aligned splits, optimized performance.

timbertrek

Explore and compare 1K+ accurate decision trees in your browser!

dectree

A tool to explore decision trees

pyxai-experimental

PyXAI (Python eXplainable AI) is a Python library (version 3.6 or later) allowing to bring formal explanations suited to (regression or classification) tree-based ML models (Decision Trees, Random Forests, Boosted Trees, ...).

classicml-python

An easy-to-use ML framework

grande

(ICLR 2024) GRANDE: Gradient-Based Decision Tree Ensembles

pymep

Python Math Expression Parser

scikit-obliquetree

Oblique Decision Tree in Python

decision-tree-morfist

Multi-target Random Forest implementation that can mix both classification and regression tasks.

metasklearn

MetaSklearn: A Metaheuristic-Powered Hyperparameter Optimization Framework for Scikit-Learn Models.

classic-id3-decisiontree

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

density-forest

Density Forests for Uncertainty, SIE Master Project, EPFL, Spring Semester 2018

machlearn

A Simple Yet Powerful Machine Learning Python Library

tree-decode

Scikit-Learn Decision Tree Decoder

stackboost

Open source gradient boosting library

classicml-lite

简单易用的经典机器学习框架

get-oblique

Gradient-based Entire Tree Optimization For Oblique Decision Tree

treeprompt

Tree prompting

softdtree

softdtree is a Python library that implements classifier and regressor with Soft Decision Tree.