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tree-ensembles

Here are 17 public repositories matching this topic...

quocviethere / Coursera-Machine-Learning-Specialization

2022 Coursera Machine Learning Specialization Optional Labs and Programming Assignments

tensorflow linear-regression supervised-learning xgboost logistic-regression gradient-descent decision-trees recommender-systems artificial-neural-network tree-ensembles

Updated Mar 27, 2023
Jupyter Notebook

s-marton / GRANDE

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

tabular-data gradient-descent decision-trees decision-tree tree-ensemble tree-ensembles

Updated Sep 5, 2024
Jupyter Notebook

linkedin / TE2Rules

Python library to explain Tree Ensemble models (TE) like XGBoost, using a rule list.

machine-learning random-forest xgboost interpretability interpretable-ai explainable-ai rule-learning explainability tree-ensembles

Updated Apr 22, 2024
Python

chong-z / tree-ensemble-attack

[NeurIPS 2020] Code for "An Efficient Adversarial Attack for Tree Ensembles"

decision-trees adversarial-attacks xgboost-models tree-ensembles

Updated Jun 6, 2021
C++

surrealyz / growtrees

Cost-Aware Robust Tree Ensembles for Security Applications (Usenix Security'21) https://arxiv.org/pdf/1912.01149.pdf

paper tree-ensembles robust-training-algorithm

Updated Mar 2, 2021
Python

focus

a-lucic / focus

random-forest tensorflow decision-tree tree-ensembles

Updated May 9, 2022
Python

StochasticTree / stochtree

Stochastic tree ensembles (BART / XBART) for supervised learning and causal inference

machine-learning bayesian-methods bart decision-trees probabilistic-models tree-ensembles

Updated Nov 11, 2024
C++

eml-eda / eden

Efficient Decision tree Ensembles libary for IoT edge nodes

gap8 tree-ensembles pulpissimo

Updated Oct 2, 2024
Python

JordiCorbilla / DDM

Distributed decision-making system with Jade and Weka

java agent distributed-systems neural-network artificial-intelligence jade weka ddm decision-trees tree-ensembles

Updated Apr 12, 2020
Java

NiklasPfister / adaXT

adaXT: tree-based machine learning in Python

machine-learning statistics data-analysis decision-trees tree-ensembles

Updated Oct 16, 2024
Python

francescodaghero / treeco

TREe Ensemble COmpiler for efficient inferences

random-forest xdsl mlir tree-ensembles ai-compiler

Updated Nov 4, 2024
Python

TimKong21 / Machine-Learning-Specialization

Contains solutions and notes for the Machine Learning Specialization by Stanford University and Deeplearning.ai - Coursera (2022) by Prof. Andrew NG

python machine-learning deep-learning neural-network tensorflow linear-regression supervised-learning xgboost artificial-neural-networks logistic-regression recommender-system regularization gradient-descent decision-trees tree-ensembles

Updated Feb 2, 2023
Jupyter Notebook

lironmiz / machine-learning-specialization-course

Master fundamental AI concepts and develop practical machine learning skills in the beginner-friendly, 3-course program by AI visionary Andrew Ng

machine-learning clustering tensorflow numpy linear-regression deep-reinforcement-learning coursera project supervised-learning xgboost artificial-neural-networks logistic-regression recommender-system gradient-descent decision-trees scikitlearn-machine-learning regularization-methods logistic-regression-classifier ml-models tree-ensembles

Updated Apr 13, 2023

jkarolczak / protree

Protree is a project examining using prototypes in explaining ensembles of tree classifiers

machine-learning random-forest explainable-ai xai tree-ensembles

Updated Oct 31, 2024
Python

Md-Emon-Hasan / Machine-Learning-Specialization

Master fundamental AI concepts and develop practical machine learning skills in the beginner-friendly, 3-course program by AI visionary Andrew Ng

reinforcement-learning tensorflow linear-regression collaborative-filtering supervised-learning xgboost gradient-descent unsupervised-learning recommender-systems anomaly-detection tree-ensembles regularization-to-avoid-overfitting advice-for-model-development logistic-regression-for-classification

Updated Sep 24, 2024
Jupyter Notebook

tyknkd / e-commerce-revenue-prediction

Comparison of tree ensemble machine learning methods in predicting revenue outcome for an e-commerce site

machine-learning decision-trees gradient-boosting random-forests tree-ensembles

Updated Aug 18, 2023
Jupyter Notebook

aj-talaei / Coursera_Machine_Learning_Specialization

This repository contains my coursework and projects completed during the Machine Learning Specialization offered by DeepLearning.AI and Stanford Online.

tensorflow linear-regression supervised-learning xgboost classification artificial-neural-networks logistic-regression recommender-system regularization gradient-descent decision-trees tree-ensembles

Updated Jun 12, 2023
Jupyter Notebook

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