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Hutsons-hacks

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

Category: R Blogs

Building a TidyModels classification model from scratch and deploying with Vetiver

R BlogsGary Hutson02/11/20220

The awesome TidyModels team have been working hard to populate the tidymodels package and make it even easier to get your foot in the door when it comes to development of models in R. I have been planning this workshop for a long time with my good old colleagues at the NHS-R Community, and we…

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Automating and downloading Google Chrome images with Selenium

PythonGary Hutson19/05/20220

I love Nottingham Forest and have been trying to find a way to include them in one of my tutorials, as they are in the play-offs to go into the top flight leagues. This tutorial allows you to download images from Selenium and automate Google Chrome. Can I get a live tutorial? The live tutorial…

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R BlogsGary Hutson24/03/20220

CRAN package development is addictive

During my R career I have had the opportunity to work on some really exciting projects, and with some really clever…
R BlogsGary Hutson21/02/20220

SangerTools – a R package for working with population health datasets has arrived

Asif Laldin was the main developer of this package, but I contributed a few functions and offered overall package development advice.…
PythonGary Hutson05/01/20221

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

I am proud to announce my seventh package for you lovely R folks. This time it is a collection of datasets…
R BlogsGary Hutson16/12/20210

TidyModels hands on for the NHS-R community – building a supervised ML classification model from scratch

The inclusive NHS-R community have welcomed me to complete my webinar hat trick for this year. In this webinar I focus…
R BlogsGary Hutson12/11/20211

What a NHS-R Community Conference it was – simply wow!

The NHS-R Virtual Conference concluded this week and we have had a number of excellent speakers from the Health & Social…
R BlogsGary Hutson07/10/2021

TidyModels or CARET – how they compare?

People have been telling me not to teach caret anymore, albeit I do teach TidyModels as well. Their argument is that…
R BlogsGary Hutson01/10/20210

Crash Course in R Model Deployment with Docker and friends

I have put together a complete guide to model training, docker file creation and then consuming your API in R. This…
PythonGary Hutson23/09/20210

Roll up, roll up the NHS-R Community Conference 2021 is coming to town

The conference will be held virtually and will kick-off : Monday 8th of November – Wednesday 10th November Featuring: Main Conference…

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  • Stable Diffusion model for generating images of Fjords 05/01/2023
  • Stable Diffusion application with Streamlit 23/12/2022
  • Building a TidyModels classification model from scratch and deploying with Vetiver 02/11/2022
  • Hyperparameter tuning a Transformer with Optuna 08/08/2022
  • Build a PyTorch regression MLP from scratch 05/08/2022
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