Topic: gradient-boosting-machine

szilard / benchm-ml

1.6k

A minimal benchmark for scalability, speed and accuracy of commonly used open source implementations (R packages, Pyt…

machine-learning data-science r python gradient-boosting-machine random-forest deep-learning xgboost h2o spark

R Updated Sep 15, 2018

ledell / useR-machine-learning-tutorial

374

useR! 2016 Tutorial: Machine Learning Algorithmic Deep Dive http://user2016.org/tutorials/10.html

machine-learning deep-learning random-forest gradient-boosting-machine tutorial data-science ensemble-learning r

Jupyter Notebook Updated Mar 5, 2018 1 issue needs help

wepe / tgboost

251

Tiny Gradient Boosting Tree

boosted-trees gradient-boosting-machine machine-learning xgboost sliq

Java Updated Apr 28, 2018

jphall663 / interpretable_machine_learning_with_python

195

Practical techniques for interpreting machine learning models.

Jupyter Notebook Updated Mar 22, 2019

mdabros / SharpLearning

189

Machine learning for C# .Net

machine-learning csharp decision-trees adaboost gradient-boosting-machine random-forest neural-nets deep-learning ensemble-learning cross-validation metrics dotnet machine learning opensource

C# Updated Mar 3, 2019

szilard / GBM-perf

85

Performance of various open source GBM implementations

machine-learning gradient-boosting-machine gbm h2oai xgboost lightgbm benchmark

R Updated Jun 2, 2018

qiyiping / gbdt

76

machine-learning boosting-algorithms gbm gradient-boosting gradient-boosting-machine gbdt gbrt gradient-boosting-decision-trees

C++ Updated Nov 6, 2017

WLOGSolutions / telco-customer-churn-in-r-and-h2o

53

Showcase for using H2O and R for churn prediction (inspired by ZhouFang928 examples)

r h2o showcase machine-learning grid-search gradient-boosting-machine h2oai rsuite churn-prediction

R Updated Sep 28, 2017

sh1ng / arboretum

50

Gradient Boosting powered by GPU(NVIDIA CUDA)

arboretum gpu machine-learning cuda gradient-boosting-machine gradient-boosting python

Cuda Updated Jun 16, 2018

rnorm / FSML

42

A machine learning project in F#

machine-learning-algorithms linear-regression logistic-regression fsharp regularization svm gradient-boosting-machine

F# Updated Jun 19, 2018

WindQAQ / ML2017

23

NTUEE Machine Learning, 2017 Spring

ntu machine-learning linear-regression logistic-regression gradient-boosting-machine svdplusplus dimensionality-reduction sentiment-classification multi-label-classification kaggle-competition svd recommendation-system

Python Updated Sep 15, 2017

szilard / GBM-tune

17

Tuning GBMs (hyperparameter tuning) and impact on out-of-sample predictions

machine-learning gradient-boosting-machine gbm hyperparameter-optimization overfitting

HTML Updated Sep 11, 2017

gtesei / fast-furious

15

code (R, Matlab/Octave), models and meta-models I needed in my Machine Learning Lab but I didn't found on the shelf

matlab octave r gradient-boosting-machine model ensemble-learning metamodel neural-network svm

Jupyter Notebook Updated Mar 11, 2019

yubin-park / bonsai-dt

11

Programmable Decision Tree Framework

machine-learning machine-learning-algorithms boosting-algorithms boosting-tree gradient-boosting-machine decision-tree gbdt

Python Updated Mar 8, 2019

serengil / decision-trees-for-ml

11

Building Decision Trees From Scratch In Python

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

Jupyter Notebook Updated Mar 13, 2019

benedekrozemberczki / BoostedFactorization

6

An implementation of "L-EnsNMF: Boosted Local Topic Discovery via Ensemble of Nonnegative Matrix Factorization" (ICDM…

Python Updated Mar 7, 2019

andrewsommerlot / startml

5

R package for automatic hyper parameter tuning and ensembles with deep learning, gradient boosting machines, and rand…

machine-learning h2o ensemble deep-learning gradient-boosting-machine random-forest r automation automatic visualization tsne tsne-algorithm tsne-plot deep-neural-networks regression regression-algorithms classification classification-algorithm binary-classification

R Updated Feb 27, 2018

RubixML / Housing

4

An example project that predicts house prices for a Kaggle competition using a Gradient Boosted Machine.

rubix-ml gradient-boosting gradient-boosting-machine gradient-boosted-trees regression housing dataset machine-learning analytics php machine-learning-tutorial housing-prices kaggle gradient-descent gradient-boosting-regressor data-science

PHP Updated Feb 9, 2019

navdeep-G / interpretable-ml

4

Interpretable Machine Learning

machine-learning machine-learning-interpretability interpretable-machine-learning python fatml xai gradient-boosting-machine decision-trees data-science fairness interpretability iml accountability transparency data-mining interpretable-ml interpretable interpretable-ai lime

Jupyter Notebook Updated Feb 10, 2019

bgreenwell / MLDay18

3

Material from "Random Forests and Gradient Boosting Machines in R" presented at Machine Learning Day '18

machine-learning r random-forest gradient-boosting-machine decision-trees partial-dependence-plot variable-importance-plots

R Updated Sep 15, 2018

joymnyaga / CreditAnalytics-Loan-Prediction

3

A predictive model that uses several machine learning algorithms to predict the eligibility of loan applicants based …

python credit-risk machine-learning logistic-regression naive-bayes-classification random-forest decision-tree support-vector-machine gradient-boosting-machine knn-classification predictive-analytics

Python Updated Oct 31, 2018

serengil / chefboost

3

Decision Tree Gradient Boosting Framework

decision-trees decision-tree gradient-boosting gradient-boosting-machine random-forest adaboost id3 c45-trees cart regression-trees regression-tree gbm

Python Updated Mar 12, 2019

BVSRKIRAN / Comparison-of-Base-Models

2

One Data Set with All Algorithms

r datascience algorithms logistic-regression decision-tree-classifier random-forest knn-classification xgboost gradient-boosting-machine roc-curve

Python Updated Nov 13, 2018

Rene-Sanchez / Spotify-User-Analysis

2

Analysis of Spotify user data to create a predictive model using machine learning.

python machine-learning data-visualization data-analysis random-forest svm-classifier sklearn pandas matplotlib spotify-api spotify predictive-modeling presentation gradient-boosting-machine artificial-neural-networks

Jupyter Notebook Updated Feb 1, 2018

fahd09 / kaggle_competitions_old

2

My contributions in Kaggle, mostly in a notebook format. Just for fun.

kaggle kaggle-competition machine-learning social-network-analysis xgboost gradient-boosting-machine

Jupyter Notebook Updated Apr 25, 2017

Ankushr785 / Food-amenities-ordered-quantity-predictions

2

A comprehensive repository containing the step by step approach (ARIMA, Gradient Boosting, XGB etc.) to increasing th…

time-series-forecast arima gradient-boosting-machine machine-learning

Python Updated May 26, 2017

NeilZhang1012 / Classification-Models-using-H2O-Machine-Learning-Engine-in-R

1

How to build classification models using H2O in R

r h2o machine-learning classification logistic-regression random-forest gradient-boosting-machine neural-network ensemble-model

R Updated Jul 15, 2017

JoomiK / Housing

1

Predicting housing prices from categorical and numerical data with gradient boosted regression trees.

gradient-boosting-machine regression python outlier-detection sklearn

Jupyter Notebook Updated Feb 18, 2017

vshantam / House-Prices-Advanced-Regression-Techniques

1

Predict sales prices and practice feature engineering, RFs, and gradient boosting

machine-learning-algorithms python3 ipython3 matplotlib scipy sklearn mse f1-score r2-score stochastic-gradient-descent descion-making-systems gradient-boosting-classifier kaggle-competition kaggle-house-prices xgboost random-forest-regressor gradient-boosting-machine

Python Updated May 20, 2018

koalaverse / machine-learning-in-R

1

A bookdown version of the UseR 2016 machine learning tutorial given by Erin LeDell

machine-learning h2o random-forest gradient-boosting-machine deep-learning

Forked from rstudio/bookdown-demo CSS Updated Apr 6, 2018

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gradient-boosting-machine

Repositories 51