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Hutsons-hacks

HACKS, TIPS AND TRICKS IN R, Python and beyond…

Tag: Gary Hutson

A package of Machine Learning datasets has arrived for R – MLDataR

PythonGary Hutson05/01/20221

I am proud to announce my seventh package for you lovely R folks. This time it is a collection of datasets aimed at giving people in healthcare, and beyond, some solid examples for using with R. There remains a few excellent packages for this, such as mlbench, but they are limited in the number of…

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Crash Course in R Model Deployment with Docker and friends

R BlogsGary Hutson01/10/20210

I have put together a complete guide to model training, docker file creation and then consuming your API in R. This has arisen as part of a workshop the NHS-R community are doing around R in Production: show and tell, but instead of just making it local, I thought I would open up my part…

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R BlogsGary Hutson30/01/20190

Outpatient scatter charts: Analysing new and follow up activity with gganimate

I was inspired by my friend John Mackintosh to have a muck around with the fabulous gganimate. I have to say….…
R BlogsGary Hutson29/01/20190

NHS-R Community: Up the R-evolution

It seems like two seconds ago since I was frantically preparing slides for the first NHS community. Wow – what an…
General musings!Gary Hutson24/01/20190

R Learning – Tutorial 9 – Data Frame Functions

This will teach you how to apply functions to data frames:
General musings!Gary Hutson30/11/20181

A simple function to create nice correlation plots

The problem I was working with a dataset where I wanted to assess the correlation of different variables in R. As…
General musings!Gary Hutson17/08/20180

R Learning – Tutorial 28 – Data Visualisation – Working with chart axes

This will show you how to resize, move, change font, reverse order, and more…
General musings!Gary Hutson17/08/20180

R Learning – Tutorial 27 – Data Visualisation – Three Dimensional Scatter Charts

These charts do not look particularly nice in R, but this shows an example of how they can be implemented:
General musings!Gary Hutson17/08/20180

R Learning – Tutorial 26 – Data Visualisation – Two Dimension Density Plots

This shows how to create a two dimensional density plot:
General musings!Gary Hutson17/08/20180

R Learning – Tutorial 25 – Data Visualisation – Stacked Area Charts

This has been included as an example of how to create a stacked area chart. The data to use for this…

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Most recent musings!
  • Python Virtual Environments and package dependencies with a requirements.txt 17/01/2022
  • A package of Machine Learning datasets has arrived for R – MLDataR 05/01/2022
  • TidyModels hands on for the NHS-R community – building a supervised ML classification model from scratch 16/12/2021
  • What a NHS-R Community Conference it was – simply wow! 12/11/2021
  • TidyModels or CARET – how they compare? 07/10/2021
Recent Comments
  • Python Virtual Environments and package dependencies with a requirements.txt – Hutsons-hacks on Creating Virtual Environments for Python Projects in VS Code
  • Python Virtual Environments and package dependencies with a requirements.txt – Hutsons-hacks on Creating and replicating an Anaconda Environment from a YAML file
  • A Package Of Machine Learning Datasets Has Arrived For R – MLDataR - AI Summary on A package of Machine Learning datasets has arrived for R – MLDataR
  • TidyModels hands on for the NHS-R community – building a supervised ML classification model from scratch – Hutsons-hacks on Deploying trained CARET Machine Learning Model with Docker and Plumber
  • venkat on OddsPlotty has landed on CRAN
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