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actools

Tools for actuary science

actuarialdatascience

Code for the Actuarial Data Science Tutorials published at https://actuarialdatascience.org.

apero

An R package for pandemic aperos. Just for fun!

boosted-trees

Tutorial: Adding structure to Boosted Tree models

bootstrap-p-values

Jupyter notebook showing how to get bootstrap p values in python in the two-sample t test setting

car_registrations

Swiss car registrations per model visualized as bar race chart

confintr

R package for calculation of standard and bootstrap confidence intervals

covid

Analyses on COVID-19

data.table

R's data.table package extends data.frame:

data_preparation_r

base R vs. tidyverse vs. data.table vs. sqldf

dbplyr

Database (DBI) backend for dplyr

demo_shapviz

Demo how to use {shapviz} to plot SHAP values

diamonds

fastbook

The fastai book, published as Jupyter Notebooks

fastshap

Fast approximate Shapley values in R

flashlight

Machine learning explanations

flashlight_plotly

This repo shows how to use the R package "flashlight" with plotly.

fooddetector

Deep learning in R and Windows...

gcd

Greatest common divisor

ggfittext

🔠 ggplot2 geoms to fit text into boxes

gggenes

➡️️➡️️⬅️️➡️️ Draw gene arrow maps in ggplot2

ggplot2

An implementation of the Grammar of Graphics in R

ggside

ggplot2 extension allowing for plotting various geometries as side panels using the ggplot2 API

gradient_boosting_comparison

Comparison of major gradient boosting implementations

hstats

Friedman's H-statistics

image_art

Approximate drawings by R or Python

insurance

Collection of machine learning applied to french motor claims data

interpret

Fit interpretable models. Explain blackbox machine learning.

interpretable_ml

Some code snippets about making machine learning models less black box

jupyterloop

Tests on creating html files with programmatically created tocs