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Tony Rodriguez (ttrodrigz)

ttrodrigz

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Location:Livonia, MI

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Tony Rodriguez's starred repositories

paletteer

🎨🎨🎨 Collection of most color palettes in a single R package

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likert

Package to analyze likert based items.

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R-software

R software for selective inference

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bayesian-regularization

A demonstration of Bayesian approaches to linear model regularization

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characterize

Inspect structural characteristics of a fitted model, such as the number of active features, the number of terminal notes, and so on.

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stat_rethinking_2023

Statistical Rethinking Course for Jan-Mar 2023

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colino

Recipes Steps for Supervised Filter-Based Feature Selection

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tidyclust

A tidy unified interface to clustering models

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choicetools

Tools for Choice Modeling, Conjoint Analysis, and MaxDiff analysis of Best-Worst Surveys

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edibble

An R-package that encapsulate elements of experimental design for better planning, management, and workflow

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FES

Code and Resources for "Feature Engineering and Selection: A Practical Approach for Predictive Models" by Kuhn and Johnson

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modelbased

:chart_with_upwards_trend: Estimate effects, contrasts and means based on statistical models

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Stats_in_Sports_2021

Materials for the Statistics in Sports class for first-year undergrads

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discrim

Wrappers for discriminant analysis and naive Bayes models for use with the parsnip package

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iml

iml: interpretable machine learning R package

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smltar

Manuscript of the book "Supervised Machine Learning for Text Analysis in R" by Emil Hvitfeldt and Julia Silge

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correlation

:link: Methods for Correlation Analysis

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bayestestR

:ghost: Utilities for analyzing Bayesian models and posterior distributions

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stat_rethinking_2020

Statistical Rethinking Course Winter 2020/2021

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yardstick

Tidy methods for measuring model performance

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fastshap

Fast approximate Shapley values in R

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parsnip

A tidy unified interface to models

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divinum-officium

The Divinum Officium Project: Traditional Roman Missal and Breviary Texts

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slider

Sliding Window Functions

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ggannotate

Interactively annotate ggplots

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iterake

Create weights with iterative raking.

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shinyjqui

jQuery UI Interactions and Effects for Shiny

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row-oriented-workflows

Row-oriented workflows in R with the tidyverse

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