katokohaku Goto Github PK

alternatelassor

R version of Lasso feature selection from: S. Hara, T. Maehara, Finding Alternate Features in Lasso, arXiv:1611.05940, 2016.

breakdownxgboost

Japanese introduction for xgboostExplainer package

comparemodels_with_mlr-iml

sample codes for Tokyo R presentation

deepforest_test

test deepForest package @ Laurae2

deeplearning_from_scratch_wr

Rでがんばる「ゼロから作るDeep Learing」 -- なるべく元の本のコードに準拠しつつ、R実装する

edaxgboost

Explanatory Data Analysis using XGBoost in R

evolutional_comptutation

export

R package for streamlined export of graphs and data tables.

feature_tweaking

an R implementation of "Interpretable Predictions of Tree-based Ensembles via Actionable Feature Tweaking" (https://arxiv.org/abs/1706.06691)

featuretweakr

an implementation to R-package of "Interpretable Predictions of Tree-based Ensembles via Actionable Feature Tweaking" (https://arxiv.org/abs/1706.06691)

forestfloor_test

test usage: sensitivity analysis using Random Forest with forestFloor package

ggumap

inspectdf

miscellaneous_2019

small tips for R during 2019

pforeach

Easy to parallel processing in R

powerpoint_with_officer

ppv_calc

PPV calculator for diagnostic tests with given sensitivity and specificity under different prevalense ratio

rpref_usecase

usecase of rPref package: extended filter utilities for dplyr based on pareto frontier

skmisc

test

thedatasaurusdozen

Application minerva to The Datasaurus Dozen data set

timeseries

tsne_and_umap_using_r_packages

tSNE and UMAP using R packages

xgboostexplainer

An R package that makes xgboost models fully interpretable