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gradient-boosting-machine

Here are 97 public repositories matching this topic...

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

Updated Mar 16, 2024
Python

szilard / benchm-ml

A minimal benchmark for scalability, speed and accuracy of commonly used open source implementations (R packages, Python scikit-learn, H2O, xgboost, Spark MLlib etc.) of the top machine learning algorithms for binary classification (random forests, gradient boosted trees, deep neural networks etc.).

python data-science machine-learning r spark deep-learning random-forest h2o xgboost gradient-boosting-machine

Updated Sep 16, 2022
R

awesome-gradient-boosting-papers

benedekrozemberczki / awesome-gradient-boosting-papers

A curated list of gradient boosting research papers with implementations.

Updated Mar 16, 2024
Python

jphall663 / interpretable_machine_learning_with_python

Examples of techniques for training interpretable ML models, explaining ML models, and debugging ML models for accuracy, discrimination, and security.

Updated Jun 17, 2024
Jupyter Notebook

serengil / chefboost

A Lightweight Decision Tree Framework supporting regular algorithms: ID3, C4.5, CART, CHAID and Regression Trees; some advanced techniques: Gradient Boosting, Random Forest and Adaboost w/categorical features support for Python

python data-science machine-learning data-mining random-forest kaggle id3 gbdt gbm gbrt gradient-boosting-machine cart adaboost decision-trees gradient-boosting c45-trees categorical-features gradient-boosting-machines regression-tree

Updated Oct 30, 2024
Python

ledell / useR-machine-learning-tutorial

useR! 2016 Tutorial: Machine Learning Algorithmic Deep Dive http://user2016.org/tutorials/10.html

data-science machine-learning tutorial r deep-learning random-forest gradient-boosting-machine ensemble-learning

Updated Mar 5, 2018
Jupyter Notebook

mdabros / SharpLearning

Machine learning for C# .Net

learning machine-learning opensource deep-learning csharp dotnet random-forest metrics machine cross-validation gradient-boosting-machine ensemble-learning adaboost decision-trees neural-nets

Updated Apr 13, 2024
C#

wepe / tgboost

Tiny Gradient Boosting Tree

machine-learning xgboost gradient-boosting-machine boosted-trees sliq

Updated Jun 13, 2019
Java

szilard / GBM-perf

Performance of various open source GBM implementations

benchmark machine-learning xgboost gbm lightgbm gradient-boosting-machine h2oai

Updated Jun 20, 2024
HTML

qiyiping / gbdt

machine-learning gbdt gbm gbrt gradient-boosting-machine boosting-algorithms gradient-boosting gradient-boosting-decision-trees

Updated Jun 19, 2022
C++

sh1ng / arboretum

Gradient Boosting powered by GPU(NVIDIA CUDA)

python machine-learning gpu cuda gradient-boosting-machine gradient-boosting arboretum

Updated Apr 7, 2020
Cuda

serengil / decision-trees-for-ml

Building Decision Trees From Scratch In Python

machine-learning random-forest xgboost id3 gbm lightgbm gradient-boosting-machine cart adaboost c45 decision-tree gradient-boosting boosting bagging regression-trees

Updated Nov 3, 2019
Jupyter Notebook

WLOGSolutions / telco-customer-churn-in-r-and-h2o

Showcase for using H2O and R for churn prediction (inspired by ZhouFang928 examples)

machine-learning r h2o showcase gradient-boosting-machine grid-search churn-prediction h2oai rsuite

Updated Sep 28, 2017
R

RubixML / Housing

An example project that predicts house prices for a Kaggle competition using a Gradient Boosted Machine.

Updated Jan 14, 2023
PHP

BoostedFactorization

benedekrozemberczki / BoostedFactorization

An implementation of "Multi-Level Network Embedding with Boosted Low-Rank Matrix Approximation" (ASONAM 2019).

Updated Sep 19, 2022
Python

yubin-park / bonsai-dt

Programmable Decision Tree Framework

machine-learning machine-learning-algorithms gbdt gradient-boosting-machine boosting-algorithms decision-tree boosting-tree

Updated Jun 6, 2019
Python

miniboosts

rmitsuboshi / miniboosts

A collection of boosting algorithms written in Rust 🦀

rust machine-learning neural-network gradient-boosting-machine adaboost gradient-boosting boosting boosting-algorithm lpboost erlpboost totalboost softboost smoothboost adaboost-star corrective-erlpboost graph-separation-boosting

Updated Nov 9, 2024
Rust

WindQAQ / ML2017

NTUEE Machine Learning, 2017 Spring

machine-learning linear-regression kaggle-competition recommendation-system dimensionality-reduction gradient-boosting-machine logistic-regression ntu svd multi-label-classification sentiment-classification svdplusplus

Updated Sep 15, 2017
Python

haghish / mlim

mlim: single and multiple imputation with automated machine learning

Updated Jul 30, 2024
R

RudreshVeerkhare / CustomXGBoost

Modified XGBoost implementation from scratch with Numpy using Adam and RSMProp optimizers.

numpy gradient-boosting-machine rmsprop adam-optimizer xgboost-algorithm implementation-of-algorithms

Updated Jul 24, 2020
Jupyter Notebook

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