guhjy's repositories
bayesr
Read-only mirror of "bayesr" from r-forge SVN.
BBC-CV
MATLAB code for the paper "Bootstrapping the Out-of-sample Predictions for Efficient and Accurate Cross-Validation".
bsplus
Shiny and R Markdown addons to Bootstrap 3
CausalMissingValues
Causal discovery from mixed data with missing values.
causalXtreme
An R package for causal discovery in heavy-tailed models
CopulaFactorModel
Inference for Gaussian copula factor models and its application to causal discovery.
CrashCourseCausalInference
Introduction to Causal Inference in Epidemilogy a Crash Course in Spanish
dime
:round_pushpin: :chart_with_upwards_trend: :memo: Deep Interactive Model Explanations
dmlmt
Double Machine Learning for Multiple Treatments
funcMGLM
fit Multivariate Generalized Linear Models with Functional Forms
ggiraph
htmlwidget to make 'ggplot' graphics interactive
golem
A Framework for Building Robust Shiny Apps
hyperopt
Distributed Asynchronous Hyperparameter Optimization in Python
insight
:crystal_ball: Easy access to model information for various model objects
JMbayes
Joint Models for Longitudinal and Survival Data using MCMC
live
Local Interpretable (Model-agnostic) Visual Explanations - model visualization for regression problems and tabular data based on LIME method. Available on CRAN
lm2sls
Two-Stage Least-Squares Regression With Diagnostics
performance
:muscle: Models' quality and performance metrics (R2, ICC, LOO, AIC, BF, ...)
pmdplyr
Panel Maneuvers in dplyr: An R package for cleaning and manipulating panel and hierarchical data
sBayesRF
Safe-Bayesian Random Forest. This package is an attempt to implement the Safe-Bayesian Random Forest described by Quadrianto and Ghahramani (2015).
sufrep
Sufficient Representation for Categorical Variables https://arxiv.org/abs/1908.09874v1
TMLEbootstrap
bootstrap confidence intervals for Targeted Maximum Likelihood Estimators
vimp
Nonparametric variable importance assessment
what-they-forgot
What They Forgot To Teach You About R, homepage for "how to's" and workshops