Josué M's repositories
ADSwR
"Agile Machine Learning with R - A workflow" is an opinionated take on how to do a machine learning project in R
bball-hmm
Hidden Markov Models applied to basketball player tracking data
BFMeta
BFMeta program
bookdown-demo
A minimal book example using bookdown
CursoABMIbero
Material de curso: Modelos Basados en Agentes (U Iberoamericana CDMX, Junio 2019)
dissertateUSU
Materials for writing a dissertation at Utah State University in R Markdown
empirical-bayes-book
Introduction to Empirical Bayes: Examples from Baseball Statistics
et-book
A webfont of the typeface used in Edward Tufte’s books.
GameTheory-1
Essentials Game Theory algoritms in R with teaching examples and pseudocode
gams-in-r-course
Generalized Additive Models in R: A Free Interactive Course
happy-git-with-r
Using Git and GitHub with R, Rstudio, and R Markdown
IRT
IRT ideal point models in R using Stan
mcp
Bayesian inference of Multiple Change Points
mor-variability
Scripts for analyzing and visualizing research data
MoralStrategiesFMRI
Code accompanying the manuscript: Van Baar, J., Chang, L., & Sanfey, A.G. (2019). The computational and neural substrates of moral strategies in social decision-making. Nature Communications.
nlp-roadmap
ROADMAP(Mind Map) and KEYWORD for students those who have interest in learning NLP
PRML
PRML algorithms implemented in Python
Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
project_proposals
Ideas for student projects
PsychoPyParadigms
Experimental Paradigms written for PsychoPy
ResearchDown
:loudspeaker: QCBS R Workshop - The RMarkdown universe
shiny-rt
Reaction Time Distributions - An Interactive Overview
supervised-ML-case-studies-course
Supervised machine learning case studies in R! 💫 A free interactive course
Trance-music-classification-with-CRNN
This repository contains an exploratory analysis, along with 3 different models, for music label classification. Particularly, 6 important trance music labels were analysed.
WH2CogSci
Code for scraping various Cognitive Science journals for their publication information