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24 search results found

Lightgbm ⭐ 15,999

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.

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.

Explore ⭐ 175

R package that makes basic data exploration radically simple (interactive data exploration, reproducible data science)

Fftrees ⭐ 129

An R package to create and visualise fast-and-frugal decision trees (FFTs)

This is the implementation of Sparse Projection Oblique Randomer Forest

Treeheatr ⭐ 53

Heatmap-integrated Decision Tree Visualizations

Categoricalanalysis ⭐ 33

Analysis of Categorical Encodings for dense Decision Trees

Broomstick ⭐ 29

🌲 broom helpers for decision tree methods (rpart, randomForest, and more!) 🌲

Machine_learning ⭐ 27

Machine learning in R

R Stats Machine Learning ⭐ 25

Misc Statistics and Machine Learning codes in R

Stackgbm ⭐ 24

🌳 Stacked Gradient Boosting Machines

A command-line batch interface to the RuleFit statistical model building program.

Cran_deepboost ⭐ 17

Deepboost R-package for submission

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.

🌴 Make handling decision trees easy. Treezy. 🌴

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

Recursive Partitioning for Structural Equation Models

A set of function that I use somewhat regularly

Decisiontreeexplorer ⭐ 10

Simple Shiny App for visualizing simplicity/performance tradeoffs in decision trees

Tidytrees ⭐ 10

tidytrees: a package for a tidy representation of decision trees.

Cedecisiontree ⭐ 9

🌳🌳 Lightweight cost-effectiveness analysis using decision trees.

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

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.

Anchorsonr ⭐ 8

Implementation of the Anchors algorithm: Explain black-box ML models

Snowcluster ⭐ 7

This module allows users to analyze k-means & hierarchical clustering, and visualize results of Principal Component, Correspondence Analysis, Discriminant analysis, Multidimensional scaling, and Multiple Factor Analysis.

Data Science ⭐ 7

EDA and Machine Learning Models in R and Python (Regression, Classification, Clustering, SVM, Decision Tree, Random Forest, Time-Series Analysis, Recommender System, XGBoost)

Movielens ⭐ 6

Timeprojection ⭐ 5

Time Projections in R

Data Analysis On Hospital Readmission Data ⭐ 5

Analysis on hospital readmission data for diabetic patients using R and Tableau

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