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seung-lab
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)

229K 450 49
crillab
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, ...).

12K 39 4
wsperat
forestfire-ml

Machine learning from the ground up in Rust

10K 0 0
mljar
mljar-supervised

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

10K 3K 432
sametcopur
obliquetree

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

4K 24 4
sun1638650145
classicml

简单易用的经典机器学习框架

3K 10 2
crillab
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, ...).

2K 39 4
Dessia-tech
dectree

A tool to explore and visualize decision trees

1K 2 1
systemallica
decision-tree-morfist

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

825 4 1
poloclub
timbertrek

A Python package to run TimberTrek in your computational notebooks.

795 169 11
s-marton
grande

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

729 101 12
sun1638650145
classicml-python

简单易用的经典机器学习框架

636 10 2
sbesada
pymep

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

470 6 1
zhenlingcn
scikit-obliquetree

Oblique Decision Tree in Python

436 21 3
daniel-yj-yang
machlearn

A Simple Yet Powerful Machine Learning Python Library

400 1 0
thieu1995
metasklearn

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

362 8 0
CyrilWendl
density-forest

Density Forest library for confidence estimation and novelty detection

337 8 0
safir72347
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.

220 3 1
leffff
stackboost

Open source gradient boosting library

153 7 0
gfyoung
tree-decode

Package for removing the black-box around decision trees

140 0 0
maoqiangqiang
get-oblique

No description available

107 1 0
sun1638650145
classicml-lite

简单易用的经典机器学习框架

76 10 2
yoshoku
softdtree

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

56 1 0
csinva
treeprompt

Tree prompting

53 42 4
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