matloff

fasteR

Fast Lane to Learning R!

TidyverseSkeptic

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

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

regtools

Various tools for linear, nonlinear and nonparametric regression.

fastStat

Quick introduction to statistics for those with a probability background.

qeML

partools

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

probstatbook

Open source textbook in probability and statistics.

worthycsds

ArtOfML

Companion to "The Art of Machine Learning

omsi

FarewellAddress

toweranNA

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

rcurses

Access to the Unix 'curses' library from R.

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!

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.

dsldBook

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

nmGeneralCourseInfo

General procedures.

AutoGrading

Scripts to automate grading

changeS

edtdbg

Quasi-IDE for R

exNorm

Tools for the ex-normal distribution family.

probstatbook256

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

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.

MixHMM

Tutorial on mixture and Hidden Markov models, emphasizing the connections between the two.

NoAssumptionsLM

Linear regression modeling with (almost) no assumptions.

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