Top 14 gbm open source projects

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 tasks.

✭ 13,293

python r C++c Cuda shell machine-learning distributed microsoft data-mining parallel kaggle lightgbm decision-trees gradient-boosting gbdt gbm gbrt

H2o 3

H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Means, PCA, Generalized Additive Models (GAM), RuleFit, Support Vector Machine (SVM), Stacked Ensembles, Automatic Machine Learning (AutoML), etc.

✭ 5,656

python java r Jupyter Notebook HTML CSS deep-learning machine-learning data-science gpu spark opensource big-data distributed hadoop automl random-forest multi-threading ensemble-learning pca h2o naive-bayes gbm

Xgboost

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

✭ 22,017

C++python Cuda scala r java machine-learning distributed-systems xgboost gbdt gbm gbrt

HyperGBM

A full pipeline AutoML tool for tabular data

✭ 172

python Dockerfile tabular-data xgboost semi-supervised-learning gbm lightgbm ensemble-learning dask preprocessing automl distributed-training datacleaning catboost pseudo-labeling fullpipeline adversarial-validation automl-pipeline-selection

LightGBM.jl

LightGBM.jl provides a high-performance Julia interface for Microsoft's LightGBM.

✭ 40

julia machine-learning julia-language gbm lightgbm

scoruby

Ruby Scoring API for PMML

✭ 69

ruby shell ruby-gem machine-learning random-forest naive-bayes classification gbm pmml decision-tree gradient-boosting-classifier rubyml gradient-boosted-models

RobustTrees

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

✭ 62

C++scala python r Cuda java xgboost gbdt gbm gbrt decision-trees adversarial-examples robust-decision-trees

stackgbm

🌳 Stacked Gradient Boosting Machines

✭ 24

r machine-learning xgboost gbdt gbm lightgbm ensemble-learning decision-trees gradient-boosting catboost model-stacking

enmSdm

Faster, better, smarter ecological niche modeling and species distribution modeling

sagemaker-xgboost-container

This is the Docker container based on open source framework XGBoost (https://xgboost.readthedocs.io/en/latest/) to allow customers use their own XGBoost scripts in SageMaker.

✭ 93

python java training aws machine-learning inference xgboost gbm distributed-training sagemaker

forecastVeg

A Machine Learning Approach to Forecasting Remotely Sensed Vegetation Health in Python

✭ 44

python r machine-learning h2o prediction artificial-intelligence hyperparameters forecasting gbm ensemble satellite-imagery modis drought ensemble-model landuse vegetation-health

lucurious

😱 Lucurious -> [Library] for building advanced DRM/KMS Vulkan Renderers 😱

✭ 18

c Meson kms vulkan gbm drm science-fiction compositor vulkan-renderer libshaderc drm-renderers drm-vulkan-renderers vulkan-kms

fast retraining

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

✭ 56

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

decision-trees-for-ml

Building Decision Trees From Scratch In Python

✭ 61

Jupyter Notebook python machine-learning random-forest xgboost id3 gbm lightgbm gradient-boosting-machine cart adaboost c45 decision-tree gradient-boosting boosting bagging regression-trees

1-14 of 14 gbm projects