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The Top 16 R Ensemble Learning Open Source Projects

Open source projects categorized as R Ensemble Learning
Categories > Machine Learning > Ensemble Learning
H2o 3 ⭐ 6,618
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 33total releases 49most recent commit 3 months ago
User Machine Learning Tutorial ⭐ 386
useR! 2016 Tutorial: Machine Learning Algorithmic Deep Dive http://user2016.org/tutorials/10.html
most recent commit 6 years ago
Mlr3pipelines ⭐ 127
Dataflow Programming for Machine Learning in R
most recent commit 4 months ago
Sl3 ⭐ 98
💪 🤔 Modern Super Learning with Machine Learning Pipelines
most recent commit 10 months ago
Modeltime.ensemble ⭐ 70
Time Series Ensemble Forecasting
dependent packages 1total releases 10most recent commit 4 months ago
Subsemble ⭐ 39
subsemble R package for ensemble learning on subsets of data
most recent commit 2 years ago
Stackgbm ⭐ 24
🌳 Stacked Gradient Boosting Machines
most recent commit 10 months ago
Survtmle ⭐ 17
Targeted Learning for Survival Analysis
most recent commit 6 months ago
Drtmle ⭐ 17
Nonparametric estimators of the average treatment effect with doubly-robust confidence intervals and hypothesis tests
total releases 8most recent commit a year ago
Fast Furious ⭐ 16
code (R, Matlab/Octave), models and meta-models I needed in my Machine Learning Lab but I didn't found on the shelf
most recent commit 5 years ago
Enpls ⭐ 15
Algorithmic framework for measuring feature importance, outlier detection, model applicability evaluation, and ensemble predictive modeling with (sparse) partial least squares regressions.
most recent commit 2 years ago
Data Mining ⭐ 14
NCKU 成功大學-Data Mining 資料探勘
most recent commit 2 years ago
Mlr3superlearner ⭐ 5
Super learner fitting and prediction using mlr3
most recent commit 8 months ago
H2o Tutorial ⭐ 5
H2O Tuning and Ensembling Tutorial for R
most recent commit 7 years ago
Unsupervisedensembles ⭐ 5
Unsupervised ensemble learning methods for time series forecasting. Bootstrap aggregating (bagging) for double-seasonal time series forecasting and its ensembles.
most recent commit 5 years ago
Machine Learning Course ⭐ 5
Machine Learning and Deep Learning Course
most recent commit 5 years ago
The 2 Most Depended On R Ensemble Learning Open Source Projects
The 3 Latest Releases In R Ensemble Learning Open Source Projects
Modeltime.ensemble ⭐ 70
Time Series Ensemble Forecasting
dependent packages 1total releases 10latest release April 18, 2023most recent commit 4 months ago
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