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dmlc / xgboost

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and…

gbdt gbrt gbm distributed-systems xgboost machine-learning

C++ Updated Mar 22, 2019

Microsoft / LightGBM

A fast, distributed, high performance gradient boosting (GBDT, GBRT, GBM or MART) framework based on decision tree al…

gbdt gbm machine-learning data-mining distributed lightgbm gbrt microsoft decision-trees gradient-boosting python r parallel kaggle

C++ Updated Mar 22, 2019 33 issues need help

catboost / catboost

3.8k

A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, reg…

machine-learning decision-trees gradient-boosting gbm gbdt python r kaggle gpu-computing catboost tutorial categorical-features gpu coreml data-science big-data cuda data-mining

C++ Updated Mar 22, 2019 30 issues need help

cnkuangshi / LightCTR

493

Lightweight and Scalable framework that combines mainstream algorithms of Click-Through-Rate prediction Based Machine…

machine-learning deep-learning word2vec factorization-machines gbdt distributed-systems parameter-server model-compression

C++ Updated Mar 22, 2019

Xtra-Computing / thundergbm

318

ThunderGBM: Fast GBDTs and Random Forests on GPUs

cuda gpu gbdt random-forest machine-learning

C++ Updated Mar 17, 2019

yuantiku / ytk-learn

284

Ytk-learn is a distributed machine learning library which implements most of popular machine learning algorithms(GBDT…

machine-learning distributed gbm gbdt logistic-regression factorization-machines spark hadoop

Java Updated May 10, 2018

ShifuML / shifu

152

An end-to-end machine learning and data mining framework on Hadoop

shifu hadoop machine-learning pipeline bigdata neural-network gbdt random-forest end-to-end-machine-learning

Java Updated Mar 22, 2019

qiyiping / gbdt

76

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

C++ Updated Nov 6, 2017

Azure / fast_retraining

47

Show how to perform fast retraining with LightGBM in different business cases

lightgbm xgboost boosted-trees machine-learning gpu benchmark azure distributed-systems gbdt gbm gbrt kaggle

Jupyter Notebook Updated Sep 5, 2017

lyg5623 / lightgbm_predict4j

42

A java implementation of LightGBM predicting part

gbdt lightgbm java realtime-predict

Java Updated Aug 8, 2018

kingfengji / mGBDT

32

This is the official clone for the implementation of the NIPS18 paper Multi-Layered Gradient Boosting Decision Trees …

gbdt gradient-boosting-decision-trees representation-learning target-propagation mgbdt

Python Updated Nov 19, 2018

muyinanhai / ad-preditor

23

7th in a competition organised by ICT

advertisement machine-learning gbdt

R Updated Dec 23, 2015

nuanio / xgboost-node

19

Run XGBoost model and make predictions in Node.js

machine-learning nodejs xgboost boosting-algorithms gbdt javascript algorithm

Cuda Updated Oct 30, 2017

guicunbin / Tencent_Social_Advertising_Algorithm_Competition

16

第一届腾讯社交广告高校算法大赛Tencent_2017_contest

machine-learning data-mining python shell gbdt lightgbm tensorflow

Python Updated Sep 11, 2018

nyk510 / gradient-boosted-decision-tree

14

勾配ブースティングのpythonによる実装

python boosted-trees gbdt mnist

Python Updated Sep 22, 2018

yubin-park / bonsai-dt

11

Programmable Decision Tree Framework

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

Python Updated Mar 8, 2019

brightmart / machine_learning

7

machine learning applied to NLP without deep learning

naive-bayes-classifier decision-trees gbdt

Python Updated Nov 22, 2017

jingjinghaha / gbdt

2

Optimized GBDT based on LightGBM

gbdt lightgbm

Jupyter Notebook Updated Mar 30, 2018

yanshengjia / hierarchical-classifier

1

A hierarchical classification system based on traditional machine learning models (LR, SVC, GBDT, RF) and deep learni…

classification hierarchical-models gbdt svc

Python Updated Jul 12, 2018

classtag / machine-learning-notebook

1

A notebook repository for tracking learning machine learning notebook.

machine-learning pandas numpy xgboost gbdt data-analysis decision-tree ensemble-model

Jupyter Notebook Updated Dec 22, 2018

chenbingyan / LendingClub

1

version1.0

gbdt finance lending-club

Jupyter Notebook Updated Feb 22, 2018

Ctiely / gbdt

1

decision tree and gbdt

decision-trees adaboost gbdt cart samme openmp

Python Updated Oct 30, 2018

terodea / Amazon-Fine-Food-Reviews

1

Analyze ~500,000 food reviews from Amazon

knn-classifier naive-bayes-classifier logistic-regression linear-regression svm decision-trees gbdt dbscan

Jupyter Notebook Updated Aug 2, 2018

1019183484 / Machine_learning

The something for machine learning

gbdt xgboost lightgbm catboost

Updated Sep 8, 2018

a4ankan / Amazon-Fine-Food

machine-learning naive-bayes decision-trees random-forest gbdt gradientboosting logistic-regression exploratory-data-analysis kmeans-clustering agglomerative-clustering svm

Jupyter Notebook Updated Dec 29, 2018

VectorFist / EasyXGB

A simple stand-alone version of XGBoost named EasyXGB.

gbdt xgboost mechine-learing c-plus-plus

C++ Updated Aug 30, 2018

langwenjing / paper-reading

reading paper and translation

gbdt paper

Updated Feb 5, 2018

yang1young / PythonMLFramework

A framework of python to do general machie learning using sk-learn, numpy, matplotlib and pandas

sklearn numpy pandas randomforest lasso svm gbdt

Python Updated May 27, 2018

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