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Data Science Repo

Containing code snippets for niche topics, workflows and common design patterns.

RshinyHelpers

  • Check out the RshinyHelpers package for #rstats users that accumulates shiny functions and css helpers that I use only once or twice per shiny app. Also contains misc data functions that I find intuitive but don't fit any tidy workflow.

  • It is not available on CRAN. Install using devtools

  if(!require(devtools)) install.packages('devtools')
    devtools::install_github('aarong1/RshinyHelpers')

and attach the package into global namespace

  library(RShinyHelpers)

Personal sites

Not really being a developer, extensive use of static rendered sites helped for web apps and documentation. They were really easy to use with a low overhead, to both simplify html, js interactivity, and in deployment to Github Pages and Netlify. Full credit goes to the maintainers of the Hugo Themes

Hugo and GatsbyJS were popular options and would recommend either, both having a selection of theming options out of the box.

Gatsby in particular had a steep learning curve, being based on reactjs, but had the greatest reward.

Table of Contents

Itemised list

Repo What is it Tech Site
RshinyHelpers R package R, shiny, js, html, css Documentation
TCD Ising Model Ferromagnetic simulation Python
Geospatial NI PC Shapefiles R
Covid ABM Agent based Epi model Python
Persistent Storage Fullstack Shiny w/aws backend R, AWS, mysql Site
Epidemiology model Bayesian Epi Model R,stan Documentation
aarong1.github.io GH pages site Gatsbyjs, reactjs, html, css, js Personal Site
Academic Professional Site Hugo, netlify CV

Aaron

Aaron Gorman's Projects

abm_covid icon abm_covid

initially the scripts for exploitation of the IDM covasim agent based model

academic icon academic

academic website using static site renderer - hugo

bbplot icon bbplot

R package that helps create and export ggplot2 charts in the style used by the BBC News data team

bigquery-oreilly-book icon bigquery-oreilly-book

Source code accompanying: BigQuery: The Definitive Guide by Lakshmanan & Tigani to be published by O'Reilly Media

blog icon blog

Collection of the codes which are used on our blog at https://www.statworx.com/de/blog/

diagrams icon diagrams

:art: Diagram as Code for prototyping cloud system architectures

epidemiology_forecast icon epidemiology_forecast

Dynamic Causal Modelling from Karl Friston's group in London. A rudimentary implementation of [paper](https://wellcomeopenresearch.org/articles/5-89)

fastapi-vue-crud icon fastapi-vue-crud

Testing a project with a FastAPI backend and Vue.js frontend in the same project

geospatial_data_manipulation icon geospatial_data_manipulation

Documenting the steps and functions to build, tidy, merge and work with geo spatial data structures. Less of package more or a stream of consciousness.

gitignore icon gitignore

A collection of useful .gitignore templates

india-covid-19-stats icon india-covid-19-stats

A Flask web-app that pulls the latest data from the Ministry of Health & Family Welfare website & displays in the form of easy to understand, colorful & interactive charts.

linked_list_python icon linked_list_python

Implement a linked list in python from scratch (not to be compared to, or compete with collections.deque!)

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