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Hutsons-hacks

Hutsons-hacks

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

Tag: R Blogs

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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A simple function to install and load packages in R

General musings!Gary Hutson16/08/20182

One function to rule the world, or install or load your packages for you I was starting to despair at the amount of packages I end up using during the task of transforming, cleaning, modelling and validating some of my models. I thought there must be a simple approach to dealing with this? So, I…

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General musings!Gary Hutson24/05/20180

DPLYR: A Beginners Guide

What is DPLYR? Dplyr is a grammar of data manipulation, providing a consistent set of verbs that help you solve the…
General musings!Gary Hutson17/05/20181

Violin and density plots in ggplot2

Violin Plots This chart is a combination of a Box Plot and a Density Plo that is rotated and placed on each side, to…
General musings!Gary Hutson16/05/20182

Box Plots in ggplot2

Setting up the plot The box plot, in ggplot2, can be really powerful and useful for analysing variation. I will show…
General musings!Gary Hutson16/05/20181

Histogram with auto binning in ggplot2

Histograms (with auto binning) Again, we will use the mtcars dataset and use the fields in that to produce the chart,…
General musings!Gary Hutson16/05/20181

Diverging Dot Plot and Lollipop Charts – Plotting Variance with ggplot2

Creating the Dot Plot Variance chart The data preparation was used in the previous blog entitled: Diverging Bar Charts – Plotting Variance…
General musings!Gary Hutson16/05/20183

Diverging Bar Charts – Plotting Variance with ggplot2

Diverging Bar Charts The aim here is to create a diverging bar chart that shows variance above and below an average…
General musings!Gary Hutson15/05/20181

Pareto Chart in ggplot2

Background of Pareto Charts A Pareto chart, named after Vilfredo Pareto, is a type of chart that contains both bars and a line graph, where individual…
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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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