22 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
h2oai
h2o-3 h2oai
2.0k
6.9k
apache-2.0
387
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-Me...
r gbm gpu h2o pca java spark automl hadoop python big-data h2o-automl opensource distributed naive-bayes data-science deep-learning random-forest machine-learning ensemble-learning
Created 2014-03-03
32,553 commits to master branch, last one 7 days 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
glmark2
glmark2 glmark2
179
429
gpl-3.0
27
glmark2 is an OpenGL 2.0 and ES 2.0 benchmark
drm gbm kms x11 glsl gles2 linux opengl wayland benchmark opengl-es
Created 2014-02-11
1,037 commits to master branch, last one 6 months 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
DataCanvasIO
HyperGBM DataCanvasIO
46
337
apache-2.0
15
A full pipeline AutoML tool for tabular data
gbm dask automl sklearn xgboost catboost lightgbm rapidsai datacleaning fullpipeline tabular-data preprocessing pseudo-labeling dask-distributed gpu-acceleration ensemble-learning distributed-training adversarial-validation semi-supervised-learning
Created 2020-10-22
763 commits to main branch, last one 5 months 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
szilard
GBM-perf szilard
28
215
mit
22
Performance of various open source GBM implementations
gbm h2oai xgboost lightgbm benchmark machine-learning gradient-boosting-machine
Created 2017-05-27
504 commits to master branch, last one 5 months ago
vkmark
vkmark vkmark
31
183
lgpl-2.1
15
Vulkan benchmark
drm gbm kms x11 xcb linux vulkan wayland benchmark
Created 2017-07-06
139 commits to master branch, last one about a year ago
graysky2
kodi-standalone-service graysky2
37
165
unknown
8
Use systemd to allow for standalone operation of kodi.
gbm kodi wayland kodi-standalone-service
Created 2014-11-05
84 commits to master branch, last one 10 months ago
aws
sagemaker-xgboost-container aws
79
125
apache-2.0
29
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.
aws gbm python xgboost training inference sagemaker machine-learning distributed-training
Created 2019-05-20
175 commits to master branch, last one about a month ago
feedzai
fairgbm feedzai
5
103
other
13
Train Gradient Boosting models that are both high-performance *and* Fair!
gbm fairness lightgbm fairness-ml tabular-data gradient-boosting
Created 2022-03-28
2,605 commits to main-fairgbm branch, last one 5 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
asafschers
scoruby asafschers
12
68
mit
3
Ruby Scoring API for PMML
gbm pmml ruby rubyml ruby-gem naive-bayes decision-tree random-forest classification machine-learning gradient-boosted-models gradient-boosting-classifier
Created 2016-11-12
431 commits to master branch, last one 4 years 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
avafinger
nanopi-m4-ubuntu-base-minimal avafinger
10
53
unknown
5
Nanopi M4 RK3399 base minimal image for development (mali fbdev / gbm) - Camera support
gbm vpu kodi lxde mali wifi fbdev camera kernel ov4689 rk3399 3d-mali ov13850 opengles rockchip bluetooth nanopi-m4 kodi-media-center mainline-linux-kernel
Created 2018-11-18
162 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
haghish
mlim haghish
1
30
other
2
mlim: single and multiple imputation with automated machine learning
r gbm glm automl rstats imputation elastic-net data-science missing-data classimbalance rstats-package stack-ensemble machine-learning gradient-boosting imputation-methods multipleimputation imputation-algorithm extreme-gradient-boosting gradient-boosting-machine automatic-machine-learning
Created 2022-07-27
391 commits to main branch, last one 3 months ago
jd-opensource
UTBoost jd-opensource
2
26
mit
3
A powerful tree-based uplift modeling system.
gbm descision-tree uplift-modeling causal-inference gradient-boosting
Created 2023-07-28
4 commits to master branch, last one 10 months ago