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, ...).

mljar-supervised

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

forestfire-ml

Machine learning from the ground up in Rust

obliquetree

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

classicml

简单易用的经典机器学习框架

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, ...).

dectree

A tool to explore and visualize decision trees

timbertrek

A Python package to run TimberTrek in your computational notebooks.

decision-tree-morfist

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

grande

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

classicml-python

简单易用的经典机器学习框架

pymep

pymep is a simple python math expression parser.It is a recursive LR parser (Left-Right Parser) without backtracking

scikit-obliquetree

Oblique Decision Tree in Python

machlearn

A Simple Yet Powerful Machine Learning Python Library

metasklearn

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

density-forest

Density Forest library for confidence estimation and novelty detection

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.

stackboost

Open source gradient boosting library

tree-decode

Package for removing the black-box around decision trees

get-oblique

No description available

classicml-lite

简单易用的经典机器学习框架

treeprompt

Tree prompting

softdtree

A Python library that implements classifier and regressor with Soft Decision Tree.