8 results found Sort:

dmlc
xgboost dmlc
8.8k
26.7k
apache-2.0
905
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
7,382 commits to master branch, last one 12 hours ago
microsoft
LightGBM microsoft
3.9k
17.1k
mit
435
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
3,650 commits to master branch, last one 20 days ago
serengil
chefboost serengil
101
471
mit
16
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 4 months ago
Evovest
EvoTrees.jl Evovest
22
184
apache-2.0
5
Boosted trees in Julia
gbrt julia poisson logistic quantile regression boosted-trees decision-tree gradientboosting machine-learning gradient-boosting
Created 2019-01-08
1,009 commits to main branch, last one 2 days ago
qiyiping
gbdt qiyiping
69
94
gpl-2.0
11
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
xiaodaigh
JLBoost.jl xiaodaigh
6
73
mit
3
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 5 months 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
rishiraj
autolgbm rishiraj
5
35
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 3 years ago