schoonees Goto Github PK

adv-r

Advanced R: a book

caret

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

drake

An R-focused pipeline toolkit for reproducibility and high-performance computing

ess-value-segments

fakenewschallenge.github.io

Github Page for the Fake News Challenge

fakenewsthesis

For my master thesis at the Rotterdam School of Management, a data set of 369 news articles regarding the 2016 US presidential election was collected (199 real, 170 fake). Several text elements are extracted and the resulting model based on boosted classification trees is able to classify news content with an accuracy of roughly 91%.

githubfun

knn

k-Nearest Neighbours Shiny App for R

logistic-function

A simple shiny app for R illustrating the form of the simple logistic regression function

lubridate

Make working with dates in R just that little bit easier

memisc

Tools for Managing Survey Data, Creating Tables of Estimates and Data Summaries

mlrefined

Jupyter notebooks, Python and MATLAB code examples, and demos from the textbook "Machine Learning Refined" (Cambridge University Press). See our blog https://jermwatt.github.io/mlrefined/index.html for interactive versions of many of the notebooks in this repo.

parsnip

A tidy unified interface to models

pcs-assets

Figures and other assets for teaching

pocchiari_2016_thesis

Hereby find all the codes to replicate the studies in the master thesis "Predicting a successful loan in prosocial lending: the role of partner accreditation and storytelling on Kiva.org" (June 2016)

pvba

Programming and Visualization for Business Analytics

quarto-web

Quarto website

r4ds

R for data science

recipes

A preprocessing engine to generate design matrices

rintroduction

Introduction to programming with R

rook

rpart

Recursive Partitioning and Regression Trees

rstudio-conf

Materials for rstudio::conf

shinydeveloperconference

Materials collected from the First Shiny Developer Conference Palo Alto, CA January 30-31 2016

stringdist

String distance functions for R

tidyr

Easily tidy data with spread and gather functions.

tpace

Testing version of fdapace

trees

Shiny app for illustrating function approximation using decision trees

yardstick

Tidy methods for measuring model performance