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Several updates. All packages are on CRAN, but please use GitHub for the latest.
- dsld (Data Science Looks at Discrimination. New package. Tools for (a) careful investigation of possible discrimination (race, sex, age etc.) and (b) avoiding/amelioration of bias in machine learning algorithms. Comes with a free Quarto textbook on the methodology. Usefull in education, research, litigation etc. https://github.com/matloff/dsld. A draft paper is at https://arxiv.org/abs/2411.04228
- regtools. Varied and powerful tools for regression analysis and related data ops. Latest has updated and new functions for “fine tuning,” i.e. grid search for good values of tuning parameters/hyperparameters. Includes smoothing and Bonferonni-Dunn confidence intervals for output. https://github.com/matloff/regtools
- qeML (“quick and easy machine learning). Expanded usability for qePlotCurves (e.g. allows both wide and long input), and the new qeMittalGraph function. https://github.com/matloff/qeML
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