xgboost

Gradient Boosting Library

An optimized distributed gradient boosting library designed to be highly efficient and flexible

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

GitHub

26k stars
908 watching
9k forks
Language: C++
last commit: almost 2 years ago
Linked from 8 awesome lists

distributed-systemsgbdtgbmgbrtmachine-learningxgboost

Backlinks from these awesome lists:

Related projects:

RepositoryDescriptionStars
dmlc/xgboost.jlA Julia package implementing a distributed gradient boosting framework with efficient linear model solver and tree learning algorithms.288
microsoft/lightgbmA high-performance gradient boosting framework for machine learning tasks16,769
tqchen/xgboostAn optimized distributed gradient boosting library for machine learning572
ankane/xgboost-rubyHigh-performance machine learning library with a Ruby interface to XGBoost gradient boosting algorithm106
catboost/catboostA machine learning library that enables fast and scalable gradient boosting over decision trees8,139
kingfengji/mgbdtAn implementation of a gradient boosting decision tree model102
gbdt-pl/gbdt-plAn implementation of a gradient boosting algorithm with piece-wise linear regression trees for efficient machine learning model training151
springdaisy/gbdtAn implementation of Gradient Boosted Decision Trees with sparse output for high-dimensional data0
stanfordmlgroup/ngboostA Python library implementing a machine learning boosting framework with probabilistic prediction capabilities1,663
jinlow/forustA package implementing a lightweight gradient boosted decision tree algorithm68
dmitryikh/leavesA Go library implementing prediction code for Gradient Boosting Regression Trees (GBRT) models from popular frameworks.434
paironair/xgboost-rubyRuby bindings for XGBoost gradient boosting library19
xtra-computing/thundergbmAccelerates machine learning algorithms on GPUs to improve performance and efficiency695
datacanvasio/hypergbmAutomated machine learning tool for tabular data pipelines343
gbm-developers/gbmAn R package providing extensions to AdaBoost and gradient boosting machine algorithms for regression and other tasks.52