Norm 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.

polyreg. R

regtools. Various tools for linear, nonlinear and nonparametric regression.

fastStat. Quick introduction to statistics for those with a probability background.

qeML. R

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

probstatbook. Open source textbook in probability and statistics.

revisit. R

worthycsds.

ArtOfML. Companion to "The Art of Machine Learning

FarewellAddress.

Rthreads. R

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.

omsi. Python

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

rcurses. Access to the Unix 'curses' library from R.

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

EthicsForTech. Readings for a course in ethics for technologists.

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

prVis. R

rectools. R

WackyLinearAlgebra. Textbook.

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.

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

Rth. C++

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

EDFfair. Explicitly Deweighted Features, for Fair ML

debugR. R

imagefraud. R

dbgR. Debugging tools for R.

recsysCourse. TeX

statdb. TeX

No-P-Values. Why This Time-Honored Statistical Procedure Makes No Sense

nmGeneralCourseInfo. General procedures.

Rmisc. Miscellaneous R utilities and tutorials

pydsm. Python true-shared memory parallel computation/

fastBigStat. Fast introduction to large-sample methods in statistics

ksREPL. Keyboard shorts for the R command line.

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

changeS. R

polyanNA. Novel methods for handling missing values in prediction contexts.

AutoGrading. Scripts to automate grading

freqparcoord. Novel parallel coordinates plots. Revised version of CRAN package.

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

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.

exNorm. Tools for the ex-normal distribution family.

WAMfair. R

probstatbook256. Like repo 'probstatbook' but older and with more advanced topics, intended for ECS 256.

towerDebias. Removing the effect of sensitive variables in prediction problems.