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The Top 23 R Decision Trees Open Source Projects

Open source projects categorized as R Decision Trees
Lightgbm ⭐ 16,053
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 574total releases 34most recent commit 4 hours agopypi lightgbm} Downloads
Catboost ⭐ 7,564
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 12total releases 20most recent commit 3 months ago
Explore ⭐ 175
R package that makes basic data exploration radically simple (interactive data exploration, reproducible data science)
dependent packages 1total releases 21most recent commit 6 months ago
Fftrees ⭐ 129
An R package to create and visualise fast-and-frugal decision trees (FFTs)
dependent packages 1total releases 22most recent commit 8 months ago
Sporf ⭐ 98
This is the implementation of Sparse Projection Oblique Randomer Forest
most recent commit 21 days ago
Treeheatr ⭐ 53
Heatmap-integrated Decision Tree Visualizations
most recent commit 9 months ago
Categoricalanalysis ⭐ 33
Analysis of Categorical Encodings for dense Decision Trees
most recent commit 7 years ago
Broomstick ⭐ 29
🌲 broom helpers for decision tree methods (rpart, randomForest, and more!) 🌲
most recent commit 5 months ago
Machine_learning ⭐ 27
Machine learning in R
most recent commit a year ago
R Stats Machine Learning ⭐ 25
Misc Statistics and Machine Learning codes in R
most recent commit 3 years ago
Stackgbm ⭐ 24
🌳 Stacked Gradient Boosting Machines
most recent commit 10 months ago
Rego ⭐ 18
A command-line batch interface to the RuleFit statistical model building program.
most recent commit 7 years ago
Cran_deepboost ⭐ 17
Deepboost R-package for submission
total releases 4most recent commit 6 years ago
Statistical Learning Using R ⭐ 16
This is a Statistical Learning application which will consist of various Machine Learning algorithms and their implementation in R done by me and their in depth interpretation.Documents and reports related to the below mentioned techniques can be found on my Rpubs profile.
most recent commit 6 years ago
Treezy ⭐ 14
🌴 Make handling decision trees easy. Treezy. 🌴
most recent commit 5 years ago
Mlday18 ⭐ 13
Material from "Random Forests and Gradient Boosting Machines in R" presented at Machine Learning Day '18
most recent commit 6 years ago
Semtree ⭐ 12
Recursive Partitioning for Structural Equation Models
most recent commit 5 months ago
Neato ⭐ 10
A set of function that I use somewhat regularly
most recent commit 8 years ago
Decisiontreeexplorer ⭐ 10
Simple Shiny App for visualizing simplicity/performance tradeoffs in decision trees
most recent commit a year ago
Tidytrees ⭐ 10
tidytrees: a package for a tidy representation of decision trees.
most recent commit 3 years ago
Cedecisiontree ⭐ 9
🌳🌳 Lightweight cost-effectiveness analysis using decision trees.
most recent commit 2 years ago
Nhanes R Programming ⭐ 9
This repository should help people that would like to code in R and work with the National Health and Nutrition Examination Survey (NHANES). Some topics corved are SQL , logistic regression.... etc
most recent commit 2 years ago
Statistical Methods And Machine Learning In R ⭐ 8
This is an initiative to help understand Statistical methods and Machine learning in a naive manner. You will find scripts, and theoretical contents required to clarify concepts, especially for bio-informatic students.
most recent commit a year ago
The 4 Most Depended On R Decision Trees Open Source Projects
Fftrees ⭐ 129
An R package to create and visualise fast-and-frugal decision trees (FFTs)
dependent packages 1total releases 22latest release June 05, 2023most recent commit 8 months ago
Explore ⭐ 175
R package that makes basic data exploration radically simple (interactive data exploration, reproducible data science)
dependent packages 1total releases 21latest release October 11, 2023most recent commit 6 months ago
The 6 Latest Releases In R Decision Trees Open Source Projects
Explore ⭐ 175
R package that makes basic data exploration radically simple (interactive data exploration, reproducible data science)
dependent packages 1total releases 21latest release October 11, 2023most recent commit 6 months ago
Fftrees ⭐ 129
An R package to create and visualise fast-and-frugal decision trees (FFTs)
dependent packages 1total releases 22latest release June 05, 2023most recent commit 8 months ago
Cran_deepboost ⭐ 17
Deepboost R-package for submission
total releases 4latest release November 08, 2017most recent commit 6 years ago
Timeprojection ⭐ 5
Time Projections in R
total releases 2latest release February 03, 2013most recent commit 10 years ago
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