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The Top 284 Gbm Open Source Projects

Xgboost ⭐ 23,517
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
dependent packages 574total releases 65most recent commit 11 hours agopypi xgboost} Downloads
Lightgbm ⭐ 14,445
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.
dependent packages 365total releases 29most recent commit 21 hours agopypi lightgbm} Downloads
Catboost ⭐ 6,823
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 computation on CPU and GPU.
dependent packages 5total releases 59most recent commit 12 hours ago
H2o 3 ⭐ 6,065
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.
dependent packages 30total releases 232most recent commit 12 hours ago
Dmtk ⭐ 2,761
Microsoft Distributed Machine Learning Toolkit
most recent commit 4 years ago
Dalex ⭐ 1,134
moDel Agnostic Language for Exploration and eXplanation
dependent packages 22total releases 28most recent commit 13 days ago
Ytk Learn ⭐ 349
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 Machines, Field-aware Factorization Machines, Logistic Regression, Softmax).
most recent commit 5 months ago
Chefboost ⭐ 330
A Lightweight Decision Tree Framework supporting regular algorithms: ID3, C4,5, CART, CHAID and Regression Trees; some advanced techniques: Gradient Boosting (GBDT, GBRT, GBM), Random Forest and Adaboost w/categorical features support for Python
total releases 17most recent commit 6 months ago
Glmark2 ⭐ 306
glmark2 is an OpenGL 2.0 and ES 2.0 benchmark
most recent commit 16 days ago
Hypergbm ⭐ 232
A full pipeline AutoML tool for tabular data
total releases 6most recent commit 6 days ago
Kaggle Knowhow ⭐ 218
Kaggle-Knowhow(Korean Ver) 한국분들을 위한 Kaggle 자료 모음입니다
most recent commit 3 years ago
Ulubis ⭐ 190
A Wayland compositor written in Common Lisp
most recent commit 2 years ago
Gbm Perf ⭐ 180
Performance of various open source GBM implementations
most recent commit a year ago
Gbm ⭐ 162
Game Backup Monitor - Automatically backup your saved games!
most recent commit a day ago
Gbm3 ⭐ 128
Gradient boosted models
most recent commit 2 months ago
Swvkc ⭐ 122
experimental Wayland Vulkan compositor
most recent commit a year ago
Kodi Standalone Service ⭐ 119
Use systemd to allow for standalone operation of kodi.
most recent commit 3 months ago
Vkmark ⭐ 117
Vulkan benchmark
most recent commit 3 months ago
Ada ⭐ 94
A general porpose OpenGL app library
most recent commit 5 months ago
Gbdt ⭐ 92
most recent commit 5 months ago
Sagemaker Xgboost Container ⭐ 91
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.
most recent commit 2 months ago
Serverstatus V ⭐ 74
云探针、多服务器探针、云监控、多服务器云监控
most recent commit 3 years ago
Fairgbm ⭐ 71
Train Gradient Boosting models that are both high-performance *and* Fair!
most recent commit 10 days ago
Bananapi Zero Ubuntu Base Minimal ⭐ 69
BananaPi M2 Zero - Ubuntu Focal Base Minimal Image (Experimental) - U-Boot 2017.09 / Kernel 4.18.y / Kernel 4.19.y / Kernel 4.20.y / Kernel 5.3.y / Kernel 5.6.y / Kernel 5.7.y / Kernel 5.11.y
most recent commit 3 months ago
Scoruby ⭐ 66
Ruby Scoring API for PMML
total releases 19most recent commit 2 years ago
Telco Customer Churn In R And H2o ⭐ 57
Showcase for using H2O and R for churn prediction (inspired by ZhouFang928 examples)
most recent commit 5 years ago
Sparkgbm ⭐ 57
Spark-based GBM
most recent commit 3 years ago
Gbm ⭐ 50
Gradient boosted models (the old gbm package)
dependent packages 73total releases 30most recent commit a month ago
Fast_retraining ⭐ 50
Show how to perform fast retraining with LightGBM in different business cases
most recent commit 3 years ago
Nanopi M4 Ubuntu Base Minimal ⭐ 50
Nanopi M4 RK3399 base minimal image for development (mali fbdev / gbm) - Camera support
most recent commit 2 years ago
Supply Demand Forecasting ⭐ 46
supply demmand gap prediction for ride-hailing
most recent commit 5 years ago
Robusttrees ⭐ 43
[ICML 2019, 20 min long talk] Robust Decision Trees Against Adversarial Examples
most recent commit 2 years ago
Casper ⭐ 42
most recent commit 2 years ago
Lightgbm.jl ⭐ 41
LightGBM.jl provides a high-performance Julia interface for Microsoft's LightGBM.
most recent commit 2 years ago
Kaggle_walmart Recruiting Store Sales Forecasting ⭐ 41
R code for Kaggle's Walmart Recruiting - Store Sales Forecasting
most recent commit 9 years ago
Aic_weather_forecasting ⭐ 37
AI Challenger 2018 Weather Forecasting - 1st Place Solution
most recent commit 4 years ago
Ktboost ⭐ 36
A Python package which implements several boosting algorithms with different combinations of base learners, optimization algorithms, and loss functions.
total releases 46most recent commit a year ago
Forecastveg ⭐ 34
A Machine Learning Approach to Forecasting Remotely Sensed Vegetation Health in Python
most recent commit 2 years ago
Enmsdm ⭐ 34
Faster, better, smarter ecological niche modeling and species distribution modeling
most recent commit 7 months ago
Housing ⭐ 34
An example project that predicts house prices for a Kaggle competition using a Gradient Boosted Machine.
total releases 6most recent commit 7 months ago
Gbm Bench ⭐ 31
A benchmark to measure performance of popular Gradient boosting algorithms against popular ML datasets.
most recent commit 4 months ago
Gimp Tilemap Gb ⭐ 29
Tilemap GB - Console App - AND - GIMP plugin for importing & exporting Game Boy game tilemaps and tilesets (as bitmap images or .GBM/.GBR files. Related tools: GBTD, GBMB, GBDK, Zal0-ZGB)
most recent commit a year ago
Gbm_es2_demo ⭐ 28
Example OpenGL ES2 demo using GBM and DRM(KMS) modesetting
most recent commit 4 years ago
Decision Trees For Ml ⭐ 27
Building Decision Trees From Scratch In Python
most recent commit 3 years ago
Broomstick ⭐ 26
🌲 broom helpers for decision tree methods (rpart, randomForest, and more!) 🌲
most recent commit 2 years ago
Uncertainty_gbm ⭐ 26
Sklearn implementation of GBM to predict mu(X) and std(X) on heteroscedastic data
most recent commit 6 years ago
Dboost ⭐ 25
Stochastic Dummy Boosting
most recent commit 7 years ago
Bonsai ⭐ 25
open source version of the Bonsai library
most recent commit 7 years ago
Favorita_sales_forecasting ⭐ 23
Solution to Corporación Favorita Grocery Sales Forecasting Competition
most recent commit 5 years ago
Stackgbm ⭐ 21
🌳 Stacked Gradient Boosting Machines
most recent commit a year ago
Gbm Tune ⭐ 21
Tuning GBMs (hyperparameter tuning) and impact on out-of-sample predictions
most recent commit 5 years ago
Rbitfit ⭐ 20
R package for fitbit
most recent commit 7 years ago
Ml Scoring ⭐ 19
Compare the scoring speed of several open source machine learning libraries.
most recent commit 5 years ago
Kaggle_loan_default_prediction ⭐ 19
R code for Kaggle's Loan Default Prediction - Imperial College London challenge
most recent commit 9 years ago
Solution_for_cikm_cup_2014 ⭐ 19
solution for the 5th place of cikm cup 2014
most recent commit 8 years ago
Gbm Multicore ⭐ 19
GBM multicore scaling: h2o, xgboost and lightgbm on multicore and multi-socket systems
most recent commit 5 years ago
Lucurious ⭐ 18
😱 Lucurious -> [Library] for building advanced DRM/KMS Vulkan Renderers 😱
total releases 3most recent commit 6 months ago
Gl ⭐ 18
OpenGL headless on linux (EGL)
most recent commit 2 years ago
Gbm Benchmarks ⭐ 18
most recent commit 2 years ago
Spark Ensemble ⭐ 17
Ensemble Learning for Apache Spark 🌲
most recent commit 23 days ago
Gbm Intro ⭐ 16
GBM intro talk (with R and Python code)
most recent commit 2 years ago
Mlim ⭐ 14
mlim: single and multiple imputation with automated machine learning
most recent commit a month ago
Malwareclassify ⭐ 14
malware classify 第三届『阿里云安全算法挑战赛』源码
most recent commit 4 years ago
Libgbm ⭐ 14
most recent commit 10 years ago
Treeverification ⭐ 13
[NeurIPS 2019] H. Chen*, H. Zhang*, S. Si, Y. Li, D. Boning and C.-J. Hsieh, Robustness Verification of Tree-based Models (*equal contribution)
most recent commit 3 years ago
Hanhan_data_science_resources2 ⭐ 13
more data science resources
most recent commit 6 months ago
Ampliconreconstructor ⭐ 12
Reconstructs complex variation using Bionano optical mapping data and breakpoint graph data
most recent commit 2 months ago
Bankruptcy Prediction Using Machine Learning ⭐ 12
Using various machine learning models to predict whether a company will go bankrupt
most recent commit a month ago
Driver Telematics Analysis ⭐ 11
most recent commit 3 years ago
Gbm Adv Workshop Bp19 ⭐ 11
Advanced GBM Workshop - Budapest, Nov 2019
most recent commit 3 years ago
Kaggle_bosch ⭐ 11
Bosch Production Line Performance Kaggle Competition. Nr 8 on Kaggle Leaderboard.
most recent commit 6 years ago
Implement Option Pricing Model Using Python ⭐ 10
Simulated GBM using MC simulation, estimated option' Greeks using numerical methods such as finite difference, pathwise derivative estimate and likelihood ratio methods. Lastly, implemented binomial tree option pricing to price American option.
most recent commit 2 years ago
Awesome Gbms ⭐ 10
A curated list of gradient boosting machines (GBM) resources
most recent commit 4 years ago
Boosting ⭐ 10
Fast implementation of Gradient Boosting Machine (GBM) training algorithm.
most recent commit 3 years ago
Article Information 2019 ⭐ 10
Article for Special Edition of Information: Machine Learning with Python
most recent commit 3 years ago
Covid 19 Spread Prediction ⭐ 9
Automatic short-term covid-19 spread prediction by countries and Russian regions
most recent commit 3 years ago
Tutorial Machine Learning Based Survival Analysis ⭐ 9
This repository is a tutorial about survival analysis based on advanced machine learning methods including Random Forest, Gradient Boosting Tree and XGBoost. All of them are implemented in R.
most recent commit 4 years ago
Treegrad ⭐ 8
most recent commit 3 years ago
H2o Ai 101 ⭐ 8
This repository covers h2o ai based implementations
most recent commit 3 years ago
Awesome Gradient Boosting ⭐ 8
A curated list of Gradient Boosting resources for Data Scientists
most recent commit 4 years ago
User2016 Notes ⭐ 8
Notes for tutorials and sessions at useR! 2016 Conference 📝
most recent commit 6 years ago
Gbm_immune_validation ⭐ 8
Validating glioblastoma immune cell immunohistochemsitry using computational deconvolution of TCGA tumors
most recent commit 3 years ago
Gbm Workshop ⭐ 7
Code (and other materials) for an introductory talk/workshop on GBMs (developed originally for an R-Ladies Meetup)
most recent commit 3 years ago
Dvc_r_ensemble ⭐ 7
Materials of a case study to build a DVC-based ML pipeline for an R project with ensemble prediction
most recent commit 5 years ago
Tree Math ⭐ 7
Math behind all the mainstream tree-based machine learning models
most recent commit 3 years ago
Autolgbm ⭐ 7
LightGBM + Optuna
most recent commit 10 months ago
Libmali Rk3399 ⭐ 7
The ARM Mali GPU user space drivers for Rockchip RK3399
most recent commit 2 years ago
Bioconcotk ⭐ 6
Bioconductor components for general cancer genomics
most recent commit 2 years ago
Yocto Chromium ⭐ 6
Chromium recipes for yocto
most recent commit 7 years ago
Chromium Ozonegbm ⭐ 6
My Personnel repo to maintain all needed dependencies to run Chromium Browser with Ozone-GBM backend on Linux Desktop.
most recent commit 8 years ago
Datascience Aes ⭐ 6
My code for the Columbia Data Science final project Kaggle competition. Automated essay grading system.
most recent commit 10 years ago
Neoag ⭐ 6
Tumor neoantigen immunogenicity prediction
most recent commit 3 years ago
2019 Ncov ⭐ 6
2019-nCoV
most recent commit 3 years ago
Dri3wsegl ⭐ 6
DRI3 WSEGL plugin for PVR driver
most recent commit 2 years ago
Scrna_gbm ⭐ 6
analysis script for GBM single cell RNA seq data
most recent commit 2 years ago
P5 Ai Xgboost ⭐ 6
Perl wrapper for XGBoost library
most recent commit 5 years ago
Aoademomodels ⭐ 6
This repository contains the example / demo models for Teradata AnalyticOps (ModelOps). The goal of these examples is to provide a simple reference implementation for users and not to provide a detailed data science example for each use case. We provide both Python and R examples along with Classification and Regression model types.
most recent commit 2 months ago
Stocksimulatorflaskapp ⭐ 6
This is a Python Flask web app that allows you to forecast short term stock price movements using traditional statistical methods (e.g. ARIMA, HoltWinters and also GBM, etc)
most recent commit 2 years ago
Text_normalization ⭐ 6
A text normalization framework using GBM and human-generated features
most recent commit 3 years ago
Docker Kodi Beta ⭐ 5
Docker image for kodi master branch builds
most recent commit 4 months ago
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