Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
Projects in Awesome Lists by m-clark
A curated list of projects in awesome lists by m-clark .
https://github.com/m-clark/Miscellaneous-R-Code
Code that might be useful to others for learning/demonstration purposes, specifically along the lines of modeling and various algorithms. **Superseded by the models-by-example repo**.
additive-models bayesian em factor-analysis gaussian-processes irt jags julia machine-learning matlab mixed-models mixture-model ordinal-regression pca probit python r stan survival-analysis zip
Last synced: 30 Jul 2024
https://github.com/m-clark/mixed-models-with-R
Covers the basics of mixed models, mostly using @lme4
brms covariance crossed-random-effects generalized-linear-mixed-models glmmtmb hierarchical-linear-models linear-mixed-models lme4 mixed-models multilevel-models nested-random-effects nlme r random-effects random-intercepts random-slopes variance-components
Last synced: 05 Aug 2024
https://github.com/m-clark/bayesian-basics
:no_entry_sign: :leftwards_arrow_with_hook: A document that introduces Bayesian data analysis.
bayesian bayesian-analysis bayesian-data-analysis bayesian-inference bayesian-methods bayesian-statistics brms gibbs hamiltonian-monte-carlo likelihood mcmc metropolis-hastings posterior-predictive posterior-probability prior r regression-models rstan rstanarm stan
Last synced: 02 Aug 2024
https://github.com/m-clark/visibly
👓 Functions related to R visualizations
adjacent brms coefficients colorgorical complementary gam ggplot2-themes heatmap mermod mgcv mixed-models palettes plotly-theme r r-package random-effects stan tetradic triadic visualization
Last synced: 03 Aug 2024
https://github.com/m-clark/NineteenEightyR
:sunrise_over_mountains: :vhs: like totally rad
2-dollars 808 80s airwolf b-a-baracus bitchin-camaro breakfast-club com-truise crockett fer-sure ferris-bueller gag-me-with-a-spoon jamonit kitt lazerhawk macgyver miami-vice r risky-business tubbs
Last synced: 30 Jul 2024
https://github.com/m-clark/data-processing-and-visualization
This document forms the basis of several workshops/talks that get into everyday programming with R, but also includes mirrored code in Python as Jupyter notebooks.
data-processing data-science datatable dplyr ggplot2 htmlwidgets jupyter-notebooks machine-learning model-criticism modeling numpy pandas programming programming-exercises python r tidyverse visualization workshop workshops
Last synced: 08 Aug 2024