16 results found Sort:

dmlc
xgboost dmlc
8.7k
26.3k
apache-2.0
908
Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow
gbm gbdt gbrt xgboost machine-learning distributed-systems
Created 2014-02-06
7,193 commits to master branch, last one a day ago
microsoft
LightGBM microsoft
3.8k
16.7k
mit
434
A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tas...
r gbm gbdt gbrt kaggle python lightgbm parallel microsoft data-mining distributed decision-trees machine-learning gradient-boosting
Created 2016-08-05
3,601 commits to master branch, last one 5 days ago
catboost
catboost catboost
1.2k
8.1k
apache-2.0
191
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...
r gbm gpu cuda gbdt coreml kaggle python big-data catboost tutorial data-mining data-science gpu-computing decision-trees machine-learning gradient-boosting categorical-features
Created 2017-07-18
48,788 commits to master branch, last one a day ago
Xtra-Computing
thundergbm Xtra-Computing
87
694
apache-2.0
26
ThunderGBM: Fast GBDTs and Random Forests on GPUs
gpu cuda gbdt random-forest machine-learning
Created 2016-11-11
611 commits to master branch, last one 9 months ago
serengil
chefboost serengil
101
460
mit
18
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 ...
gbm id3 cart gbdt gbrt kaggle python adaboost c45-trees data-mining data-science random-forest decision-trees regression-tree machine-learning gradient-boosting categorical-features gradient-boosting-machine gradient-boosting-machines
Created 2019-03-06
404 commits to master branch, last one 21 days ago
kanyun-inc
ytk-learn kanyun-inc
76
347
mit
36
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...
gbm gbdt spark hadoop distributed machine-learning logistic-regression factorization-machines
Created 2017-05-17
102 commits to master branch, last one 5 years ago
perpetual-ml
perpetual perpetual-ml
11
286
agpl-3.0
6
A self-generalizing gradient boosting machine which doesn't need hyperparameter optimization
gbm gbdt rust kaggle python machine-learning gradient-boosting gradient-boosted-trees gradient-boosting-decision-trees
Created 2024-05-20
97 commits to main branch, last one a day ago
ShifuML
shifu ShifuML
109
252
apache-2.0
42
An end-to-end machine learning and data mining framework on Hadoop
gbdt shifu hadoop bigdata pipeline random-forest neural-network machine-learning end-to-end-machine-learning
Created 2014-04-21
2,452 commits to master branch, last one 3 years ago
moon-hotel
MachineLearningWithMe moon-hotel
47
250
unknown
5
A repository contains more than 12 common statistical machine learning algorithm implementations. 常见机器学习算法原理与实现
hca knn pca svm cart gbdt python kd-tree adaboost clustering naive-bayes self-training svm-classifier machine-learning dbscan-clustering ensemble-learning hierarchical-clustering decision-tree-classifier machine-learning-algorithms
Created 2020-03-31
386 commits to master branch, last one 2 months ago
qiyiping
gbdt qiyiping
69
93
gpl-2.0
12
This repository has no description...
gbm gbdt gbrt machine-learning gradient-boosting boosting-algorithms gradient-boosting-machine gradient-boosting-decision-trees
Created 2014-01-13
103 commits to master branch, last one 2 years ago
lyg5623
lightgbm_predict4j lyg5623
37
83
mit
1
A java implementation of LightGBM predicting part
gbdt java lightgbm realtime-predict
Created 2017-05-04
19 commits to master branch, last one 3 years ago
xiaodaigh
JLBoost.jl xiaodaigh
6
72
mit
4
A 100%-Julia implementation of Gradient-Boosting Regression Tree algorithms
gbdt gbrt tree xgboost catboost lightgbm data-science machine-learning tree-boosting-algorithms
Created 2018-09-27
170 commits to master branch, last one about a month ago
chenhongge
RobustTrees chenhongge
11
67
other
7
[ICML 2019, 20 min long talk] Robust Decision Trees Against Adversarial Examples
gbm gbdt gbrt xgboost decision-trees adversarial-examples robust-decision-trees
Created 2019-05-11
11 commits to master branch, last one 4 years ago
fabsig
KTBoost fabsig
19
63
other
6
A Python package which implements several boosting algorithms with different combinations of base learners, optimization algorithms, and loss functions.
gbm gbdt grabit ktboost boosting statistics machine-learning artificial-intelligence
Created 2019-01-04
69 commits to master branch, last one 2 years ago
nyk510
gradient-boosted-decision-tree nyk510
6
49
unknown
2
GBDT (Gradient Boosted Decision Tree: 勾配ブースティング) のpythonによる実装
gbdt mnist python boosted-trees
Created 2016-06-20
108 commits to master branch, last one 3 years ago
rishiraj
autolgbm rishiraj
5
34
apache-2.0
1
LightGBM + Optuna: Auto train LightGBM directly from CSV files, Auto tune them using Optuna, Auto serve best model using FastAPI. Inspired by Abhishek Thakur's AutoXGB.
gbm gbdt gbrt automl kaggle python lightgbm data-science tabular-data decision-trees machine-learning gradient-boosting hyperparameter-optimization
Created 2022-02-12
15 commits to main branch, last one 2 years ago