Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and…
C++
Updated Jan 15, 2018
gbm
Repositories 28
A fast, distributed, high performance gradient boosting (GBDT, GBRT, GBM or MART) framework based on decision tree al…
C++
Updated Jan 15, 2018
Open Source Fast Scalable Machine Learning Platform For Smarter Applications (Deep Learning, Gradient Boosting, Rando…
h2o
machine-learning
data-science
deep-learning
big-data
ensemble-learning
gbm
random-forest
naive-bayes
pca
opensource
distributed
multi-threading
java
python
r
hadoop
spark
gpu
automatic
Java
Updated Jan 16, 2018
CatBoost is an open-source gradient boosting on decision trees library with categorical features support out of the b…
Ytk-learn is a distributed machine learning library which implements most of popular machine learning algorithms(GBDT…
Java
Updated Jun 17, 2017
C++
Updated Nov 6, 2017
Performance of various open source GBM implementations
R
Updated Aug 25, 2017
Show how to perform fast retraining with LightGBM in different business cases
lightgbm
xgboost
boosted-trees
machine-learning
gpu
benchmark
azure
distributed-systems
gbdt
gbm
gbrt
kaggle
Jupyter Notebook
Updated Sep 5, 2017
Ruby Scoring API for PMML
ruby-gem
pmml
random-forest
classification
rubyml
machine-learning
gradient-boosting-classifier
gbm
ruby
gradient-boosted-models
decision-tree
naive-bayes
Ruby
Updated Jan 9, 2018
LightGBM.jl provides a high-performance Julia interface for Microsoft's LightGBM.
Julia
Updated Nov 9, 2017
Vulkan benchmark
C++
Updated Jan 11, 2018
A Machine Learning Approach to Forecasting Remotely Sensed Vegetation Health
machine-learning
h2o
landuse
gbm
satellite-imagery
vegetation-health
modis
drought
prediction
forecasting
Python
Updated Apr 13, 2016
Run XGBoost model and make predictions in Node.js
Cuda
Updated Oct 30, 2017
R
Updated Jul 27, 2016
Tuning GBMs (hyperparameter tuning) and impact on out-of-sample predictions
HTML
Updated Sep 11, 2017
The Effect of the Linux Kernel Page-Table Isolation (KPTI) Patch (Meltdown Vulnerability) on GBMs
R
Updated Jan 10, 2018
Perl wrapper for XGBoost library
Perl
Updated Aug 20, 2017
Crystal Scoring API for PMML
Crystal
Updated May 14, 2017
Repository for American Express Analyse This 2017 Challenge
Jupyter Notebook
Updated Sep 3, 2017
C# Bindings for the Linux Direct Rendering Infrastructure (DRI)
C#
Updated May 23, 2017
Modelling Experts Behaviour in Q&A Communities to Predict Worthy Discussion
R
Updated Sep 15, 2017
(i) Identify and extract mean reversion, (swing points) data points from non-stationary data, (ii) generate interpret…
C++
Updated May 2, 2017
Various variable selection methods are explored
R
Updated Oct 8, 2017
An attempt to predict the tip as a percentage of the total amount the taxi driver recieves
Updated Mar 26, 2017
Decompose gbm predictions into feature contributions
R
Updated Jul 8, 2017
This repository includes code for a predictive model I created which classifies counties that Trump won and a data ex…
HTML
Updated Jan 14, 2018
Predicting miles per gallon (MPG) for a car using UCI dataset
Jupyter Notebook
Updated May 14, 2017