Pablo Casas's repositories
data-science-live-book
An open source book to learn data science, data analysis and machine learning, suitable for all ages!
funModeling
R package: funModeling: data cleaning, importance variable analysis and model perfomance
shap-values
Shap values for model interpretation
genetic-algorithm-feature-selection
Script to select the best subset of variables based on genetic algorithm in R
libro-vivo-ciencia-datos
Un libro open-source con un enfoque intuitivo y práctico en machine learning, con análisis y preparación de datos, ¡apto para todas las edades!
funpymodeling
A package to help data scientist in Exploratory Data Analysis and Data Preparation for ML models
Keras-R-tutorials
Tutorials based on Keras for R
deeplearning
Some neural networks and deep learning research
CatEncoders
An R package that implements LabelEncoder and OneHotEncoder
eph-salarios
Analisis de salarios de la EPH
fastai_dev
fast.ai early development experiments
hackeando-var-categorica-dataneRdses
Código demostración de como reducir la cardinalidad en variables categóricas (Charla data neRds ES 29/8/19)
introducing-discretize_rgr
Introduction to the discretize_rgr function, it discretizes variables maximizing the gain ratio
markovchain
Easy Handling Discrete Time Markov Chains
mi-primer-proyecto
Probando github
one-hot-recipes
One hot encoding with recipes (blog post)
openqube-sueldos
https://openqube.io/encuesta-sueldos-2019.01
tutorial-instalacion-r-rstudio
Breve tutorial de como instalar R y RStudio
variable_selection
Some varisble selection stuff based on information theroy