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Hutsons-hacks

Hutsons-hacks

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

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

R BlogsGary Hutson21/02/20220

Asif Laldin was the main developer of this package, but I contributed a few functions and offered overall package development advice. This is a great effort and is crammed full of functions for working with population health datasets, standardised rates, standard visuals, etc. It contains a smorgasbord of delightful functions to wet any R developers…

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PythonGary Hutson17/01/20220

Python Virtual Environments and package dependencies with a requirements.txt

This tutorial has been borne out of the ability to port my development environments around. Most times I have to create…
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…
General musings!Gary Hutson17/09/20210

Common mistakes we Data Scientists make

DISCLAIMER I am a data scientist and have made all these mistakes, but I have had the privilege of sitting on…
Parallel scikit learn
PythonGary Hutson14/09/20210

Parallelisation of Model Evaluation and Hyperparameter Tuning in Sci Kit Learn

Hello, it is me again for another post on how to make sci-kit perform at the top of its game. Amping…

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  • 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
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