gbdt · GitHub Topics

dmlc / xgboost

#计算机科学# XGBoost的全称是经过优化的分布式梯度提升库，旨在高效、灵活且可移植。提供Python、R、Java、Scala等库

gbdt gbrt gbm distributed-systems xgboost 机器学习

C++ 26.69 k

8 小时前

microsoft / LightGBM

#计算机科学#LightGBM是一个基于决策树算法的分布式梯度提升框架（GBT、GBDT、GBRT、GBM或MART），用于排名、分类和许多其他机器学习任务。

gbdt gbm 机器学习 data-mining distributed lightgbm gbrt Microsoft decision-trees gradient-boosting Python R parallel kaggle

C++ 17.02 k

2 天前

catboost / catboost

#计算机科学#A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computa...

翻译 - 快速，可扩展，高性能的“决策树加速梯度”库，用于对Python，R，Java，C ++进行排名，分类，回归和其他机器学习任务。支持在CPU和GPU上进行计算。

机器学习 decision-trees gradient-boosting gbm gbdt Python R kaggle gpu-computing catboost 教程 categorical-features gpu coreml 数据科学 big-data CUDA data-mining

C++ 8.29 k

17 小时前

Freemanzxp / GBDT_Simple_Tutorial

#计算机科学#python实现GBDT的回归、二分类以及多分类，将算法流程详情进行展示解读并可视化，庖丁解牛地理解GBDT。Gradient Boosting Decision Trees regression, dichotomy and multi-classification are realized based on python, and the details of algorithm flow a...

gbdt gradient-boosting 机器学习

Python 733

6 年前

Xtra-Computing / thundergbm

#计算机科学#ThunderGBM: Fast GBDTs and Random Forests on GPUs

翻译 - ThunderGBM：GPU上的快速GBDT和随机森林

CUDA gpu gbdt random-forest 机器学习

C++ 694

1 年前

serengil / chefboost

#计算机科学#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 ...

decision-trees gradient-boosting gradient-boosting-machine random-forest adaboost id3 cart regression-tree gbm data-mining 数据科学 kaggle gbdt gbrt 机器学习 Python categorical-features

Python 471

4 个月前

perpetual-ml / perpetual

#计算机科学#A self-generalizing gradient boosting machine that doesn't need hyperparameter optimization

Rust gbdt gbm gradient-boosted-trees gradient-boosting kaggle 机器学习 Python

Rust 441

5 天前

kanyun-inc / ytk-learn

#计算机科学#Ytk-learn is a distributed machine learning library which implements most of popular machine learning algorithms(GBDT, GBRT, Mixture Logistic Regression, Gradient Boosting Soft Tree, Factorization Mac...

机器学习 distributed gbm gbdt logistic-regression factorization-machines Apache Spark hadoop

Java 348

3 年前

moon-hotel / MachineLearningWithMe

#计算机科学#A repository contains more than 12 common statistical machine learning algorithm implementations. 常见10余种机器学习算法原理与实现及视频讲解。@月来客栈出品

机器学习 adaboost clustering naive-bayes Python cart decision-tree-classifier kd-tree knn pca svm dbscan-clustering ensemble-learning gbdt hierarchical-clustering

Jupyter Notebook 258

2 个月前

ShifuML / shifu

#计算机科学#An end-to-end machine learning and data mining framework on Hadoop

hadoop 机器学习 pipeline bigdata 神经网络 gbdt random-forest end-to-end-machine-learning

Java 252

10 个月前

fengyang95 / tiny_ml

#计算机科学#numpy 实现的周志华《机器学习》书中的算法及其他一些传统机器学习算法

Python NumPy svm lr ensemble 机器学习 clustering decision-tree gbdt regression classification

Python 229

5 年前

kingfengji / mGBDT

This is the official clone for the implementation of the NIPS18 paper Multi-Layered Gradient Boosting Decision Trees (mGBDT) .

gbdt representation-learning

Python 103

6 年前

qiyiping / gbdt

#计算机科学#

机器学习 boosting-algorithms gbm gradient-boosting gradient-boosting-machine gbdt gbrt

C++ 94

3 年前

cgreer / alpha-zero-boosted

A "build to learn" Alpha Zero implementation using Gradient Boosted Decision Trees (LightGBM)

alphazero lightgbm Python alphago gradient-boosted-trees xgboost gbdt

Python 86

22 天前

lyg5623 / lightgbm_predict4j

A java implementation of LightGBM predicting part

gbdt lightgbm Java

Java 84

1 年前

xiaodaigh / JLBoost.jl

#计算机科学#A 100%-Julia implementation of Gradient-Boosting Regression Tree algorithms

tree catboost lightgbm gbdt gbrt 机器学习数据科学 xgboost

Julia 74

3 个月前

chenhongge / RobustTrees

[ICML 2019, 20 min long talk] Robust Decision Trees Against Adversarial Examples

decision-trees gbrt gbm adversarial-examples gbdt xgboost

C++ 67

2 年前

fabsig / KTBoost

#计算机科学#A Python package which implements several boosting algorithms with different combinations of base learners, optimization algorithms, and loss functions.

gbm gbdt 机器学习统计人工智能

Python 63

3 年前