matloff/Rdsm

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R
Created almost 7 years ago
Updated almost 7 years ago

matloff/Rdsm

matloff

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fasteR

Fast Lane to Learning R!

TidyverseSkeptic

An opinionated view of the Tidyverse "dialect" of the R language.

R-vs.-Python-for-Data-Science

polyreg

regtools

Various tools for linear, nonlinear and nonparametric regression.

fastStat

Quick introduction to statistics for those with a probability background.

partools

Tools to aid coding in the R 'parallel' package.

qeML

revisit

probstatbook

Open source textbook in probability and statistics.

worthycsds

ArtOfML

Companion to "The Art of Machine Learning

FarewellAddress

omsi

R-Style-Guide

Not about making your code "pretty"! Our goal here is to make code that has fewer bugs and is easier to maintain and extend.

cdparcoord

Frequency-based parallel coordinates plots for categorical and discrete data.

EthicsForTech

Readings for a course in ethics for technologists.

rectools

toweranNA

Implementation of the Tower Method, a novel approach to handling missing values.

prVis

rcurses

Access to the Unix 'curses' library from R.

des

Discrete-Event Simulation in R

parcoordtutorial

Tutorial on the parallel coordinates visualization method. Examples, interpretation, data, links and more.

fastLinearAlgebra

Quick review of linear algebra. Some facility with R helpful but not required.

cmdlinetools

Handy tools to make like easier and more fun with the R command line!

Rth

dsld

A statistical and graphical toolkit for analyzing data for possible patterns of discrimination (racial, gender, age, etc.)

EDFfair

Explicitly Deweighted Features, for Fair ML

dbgR

Debugging tools for R.

imagefraud

debugR

nmGeneralCourseInfo

General procedures.

statdb

recsysCourse

Rmisc

Miscellaneous R utilities and tutorials

dsldBook

A textbook on the use of quantitative methods related to discrimination in race, gender and so on.

pydsm

Python true-shared memory parallel computation/

AutoGrading

Scripts to automate grading

polyanNA

Novel methods for handling missing values in prediction contexts.

fastBigStat

Fast introduction to large-sample methods in statistics

changeS

ksREPL

Keyboard shorts for the R command line.

ShinyImage

Imaging package, with an emphasis on recording history of changes.

VimRCs

Various Vim startup files

WAMfair

gitR

probstatbook256

Like repo 'probstatbook' but older and with more advanced topics, intended for ECS 256.

misc

Miscellaneous files, or ones here temporarily until I make a new repository.

imageClassR

edtdbg

Quasi-IDE for R

exNorm

Tools for the ex-normal distribution family.

UnfairButFairML

In the field of fair machine learning, it is presumed that fair analyses should always omit, or at least reduce in influence, sensitive variables such as race and gender. But in some applications, those affected may actually want their sensitive traits to be used.