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awesome-decision-tree-papers

benedekrozemberczki /awesome-decision-tree-papers

A collection of research papers on decision, classification and regression trees with implementations.

classifier machine-learning random-forest statistical-learning xgboost lightgbm gradient-boosting-machine ensemble-learning cart decision-tree tree-ensemble decision-tree-classifier gradient-boosting classification-trees decision-tree-learning decision-tree-model classification-model catboost regression-tree machine-learning-research

UpdatedDec 28, 2025
Python

awesome-gradient-boosting-papers

benedekrozemberczki /awesome-gradient-boosting-papers

A curated list of gradient boosting research papers with implementations.

classifier machine-learning deep-learning random-forest h2o xgboost lightgbm gradient-boosting-machine adaboost decision-tree gradient-boosting-classifier classification-algorithm gradient-boosting boosting classification-trees xgboost-algorithm catboost gradient-boosted-trees classification-tree gradient-boosting-decision-trees

UpdatedJan 5, 2026
Python

maykulkarni /Machine-Learning-Notebooks

Machine Learning notebooks for refreshing concepts.

python machine-learning natural-language-processing reinforcement-learning deep-learning machine-learning-algorithms neural-networks deep-learning-algorithms dimensionality-reduction python-machine-learning data-processing regression-models deep-learning-tutorial data-science-notebook model-evaluation classification-trees clustering-methods machine-learning-tutorials

UpdatedAug 24, 2021
Jupyter Notebook

xuyxu /Soft-Decision-Tree

PyTorch Implementation of "Distilling a Neural Network Into a Soft Decision Tree." Nicholas Frosst, Geoffrey Hinton., 2017.

tree deep-learning pytorch decision-tree classification-trees

UpdatedFeb 22, 2024
Python

tofti /python-id3-trees

python implementation of classification trees

python machine-learning id3 classification-trees

UpdatedMar 27, 2019
Python

lucksd356 /DecisionTrees

A python implementation of the CART algorithm for decision trees

python graphviz cart decision-tree classification-trees pydotplus

UpdatedJan 13, 2019
Python

lucaslattari /MachineLearningSeries

Vídeos e códigos do Universo Discreto ensinando o fundamental de Machine Learning em Python. Para mais detalhes, acompanhar a playlist listada.

python data-science machine-learning random-forest linear-regression machine-learning-algorithms classification k-means k-nearest-neighbours classification-algorithm classification-trees k-means-clustering classification-model

UpdatedJul 6, 2023
Jupyter Notebook

mrgloom /skin-detection-example

Simple pixelwise skin detection using classification tree.

machine-learning computer-vision proof-of-concept segmentation toy-project skin-detection classification-trees

UpdatedMar 16, 2018
Python

chicago-joe /Python-ML-for-Financial-Applications

Moody's Bond Rating Classifier and USPHCI Economic Activity Forecast Modeling

python data-science machine-learning scikit-learn machine-learning-algorithms regression feature-extraction classification data-analysis ensemble-learning regression-models hyperparameter-tuning financial-markets classification-algorithm financial-engineering classification-trees regression-trees regression-algorithms classification-model machinelearning-python

UpdatedJun 13, 2019
Python

NicolasBizzozzero /fforest

A set of tools useful for doing experiments with fuzzy forests

machine-learning research forest fuzzy-search research-tool decision-trees pypi-source classification-trees fuzzy-forest fuzzy-decision-trees

UpdatedSep 7, 2017
Python

SimoneStefani /kth-dd2421

Machine Learning (DD2421) at Royal Institute of Technology KTH

machine-learning ml adaboost support-vector-machines bayes-classifier classification-trees svms

UpdatedOct 17, 2017
Python

MachineLearningCollection-R

Stevan-Radovanovic /MachineLearningCollection-R

A collection of problems solved with machine learning algorithms, using R.

machine-learning r naive-bayes linear-regression k-means knn classification-trees

UpdatedJun 15, 2020
R

vamshikallem /Churn-Prediction-of-Telecom-Data

This project is focused on end to end application of Machine Learning methodologies to achieve best predicting accuracy. Our goal is to predict churn rate of customers for a telecom service provider based on service charges and usage data of customer.

eda dimensionality-reduction classification-trees classification-algorithims pre-processing ensemble-models

UpdatedAug 23, 2020
Jupyter Notebook

huangyueranbbc /ClassificationModelForAmazonReviewsDemo

基于50万亚马逊美食评论数据集的评论分类系统 Review classification system based on 500 thousand Amazon gourmet review data

big-data spark deep-learning hadoop classification logistic-regression classification-trees amazon-food amazonreviews

UpdatedAug 22, 2017
Java

Amar-arruf /App_Skipsiku

Sistem Pendukung Keputusan untuk menentukan layak dan tidaknya seseorang mendapatkan bantuan PKH dengan menggunakan machine learning yaitu C4.5 dan K-Means

codeigniter mysql-database classification-trees k-means-clustering php-ml ci4 php-ai rubix-ml c45-decision-tree

UpdatedFeb 3, 2024
SCSS

OJB-Quantum /Quantum-Native-Solvers

A compilation of quantum-native solver techniques that can be used to map and run on a quantum computer. Compiled by Onri.

taxonomies taxonomy quantum mindmaps quantum-computing trees classification-trees heterogeneous-computing indigenous quantum-computation mind-maps quantum-solver quantum-advantage quantum-native quantum-utility heterogeneous-quantum-computing quantum-supercomputing quantum-solvers

UpdatedNov 24, 2025
Jupyter Notebook

DavidCico /Self-implementation-of-a-random-forest-algorithm

A random forest algorithm is implemented in Python from scratch to perform a classification analysis.

python machine-learning algorithm random-forest machine-learning-algorithms jupyter-notebook python3 scratch classification-task classification-trees scratch-implementation

UpdatedMar 4, 2019
Python

sebastiankeshuqi /Apply-Classification-Tree-to-Red-Wine-Quality

classification decision-tree classification-trees

UpdatedMay 16, 2020
TeX

AndreaCorvi /KobeBryant-DecisionTrees

Classification on the Kobe Bryant Shot Selection dataset (https://www.kaggle.com/c/kobe-bryant-shot-selection/data) using Decision Trees

nba r decision-trees nba-statistics nba-analytics nba-visualization decision-tree-classifier classification-trees

UpdatedJan 7, 2020
R

yacine-benbaccar /Classification-trees

Using classification trees to predict a hand written digit.

machine-learning mnist-classification digit-recognition decision-tree-classifier classification-trees

UpdatedNov 29, 2018
Jupyter Notebook

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