GATree
GATree: Evolutionary decision tree classifier in Python - Published in JOSS (2024)
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)
https://github.com/brandmaier/semtree
Recursive Partitioning for Structural Equation Models
mljar-supervised
Python package for AutoML on Tabular Data with Feature Engineering, Hyper-Parameters Tuning, Explanations and Automatic Documentation
metasklearn
MetaSklearn: A Metaheuristic-Powered Hyperparameter Optimization Framework for Scikit-Learn Models.
https://github.com/csinva/tree-prompt
Tree prompting: easy-to-use scikit-learn interface for improved prompting.
https://github.com/csinva/clinical-rule-development
Building and vetting clinical decision rules.
adversarial-nonparametrics
Robustness for Non-Parametric Classification: A Generic Attack and Defense
https://github.com/adamouization/neural-network-ticketing-routing-agent
:ticket: Ticketing-routing agent using neural networks trained to submit new tickets based on pre-determined optimal parameters.
form-nn
Master thesis project - a hybrid Neural Network-Decision Tree system and dataset for classical music form recognition and analysis.
wine_classification
An implementation of supervised machine learning with k-nearest neighbours and decision tree algorithm