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SIStree

The sure independence screening tree (SIStree) is a new approach for screening by partitioning the sample into subsets consecutively, leading to a tree structure of sub-samples. The sure independence screening forest (SISforest) is an ensemble of multiple SIStrees generated by sample bagging.

ODRF

Oblique Decision Random Forest for Classification and Regression

drMARS

Improve the performance of MARS by using linear combinations of the covariates which achieve sufficient dimension reduction.

transferlearning

Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习

GBDT-PL

Gradient Boosting With Piece-Wise Linear Trees

JR_ODRF_Codes

Replication script for "ODRF: An R Package for Oblique Decision Tree and Its Random Forest" submitted to the R Journal.

devtools

Tools to make an R developer's life easier

rsnps

Wrapper to a number of SNP web APIs

supportR

Support Functions for Wrangling and Visualization

gpbart

Implementation of GP-BART algorithm.

SIStree-1

aorsf

Accelerated Oblique Random Survival Forests

caret

caret (Classification And Regression Training) R package that contains misc functions for training and plotting classification and regression models

ranger

A Fast Implementation of Random Forests

RAINBOWR

Reliable Association INference By Optimizing Weights with R (R package for SNP-set GWAS and multi-kernel mixed model)

Rpkg

pkgcheck

Check whether a package is ready for submission to rOpenSci's peer-review system

autotest

Automatic testing of R packages

sklearn-oblique-tree

a python interface to OC1 and other oblique decision tree implementations

statistical-software-review-book

Guide for development and peer-review of statistical software

clash_for_windows_pkg

A Windows/macOS GUI based on Clash

awesome-random-forest

Random Forest - a curated list of resources regarding random forest

SPORF

This is the implementation of Sparse Projection Oblique Randomer Forest

rgf

Home repository for the Regularized Greedy Forest (RGF) library. It includes original implementation from the paper and multithreaded one written in C++, along with various language-specific wrappers.

scikit-obliquetree

Oblique Decision Tree in Python

PPforest

Projection Pursuit Forest Algorithm for Supervised Classification

Rdatasets

A collection of datasets originally distributed in R packages

ProSGPV

Penalized Regression with Second-Generation P-Values

moderncv

A modern curriculum vitae class for LaTeX

rdpwrap

RDP Wrapper Library