StatsGary/NHS_R_Advanced_Modelling_Supervised_ML

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StatsGary/NHS_R_Advanced_Modelling_Supervised_ML

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Supervised ML tutorials for the NHS-R community

MLDataR

A collection of Machine Learning datasets for health care and beyond

NHS_R_Comm_Build_TM_from_scratch

Here we will learn how to build a TidyModels classification model from scratch

NHSDataDictionaRy

The working package code for the NHSDataDictionaRy package

ConfusionTableR

a package to collapse the outputs of CARET's confusion matrix for storage in database tables

OddsPlotty

A package to create odds plots after running a GLM

NHSRComm_TidyModels_Recipes

Tidymodels and Recipes NHS-R content

PlumberWithCaretML_API

This shows you how to create a CARET model that is consumable on the Swagger API

NHS_R_Community_Intro_to_Docker

This is an introduction to deploying your apps on a Docker container, accessing it as an API and using the docker container

PyHacks-Tutorials

PyHacks is a tutorial repo managed by Gary Hutson from hutsons-hacks.info.

Tensorflow_Tutorials

Tutorials for tensorflow

Reticulate_NHS_R_Community

A deep dive into the world of R and Python integration.

PyTorch_Tutorials

Create PyTorch tutorials

Jupyter Notebook

FeatureTerminatoR

A package to perform feature removal for statistical and machine learning models

controlnet-playground

A repository to show the power of the ControlNet framework

stable-diffusion-streamlit

A wrapper for the stable diffusion pipeline

MakeSQLTableFunction

Linked to the Hutson's Hacks post on making SQL tables quicker with R

Python_Pandas_Pro_Series

Tutorials on how to use Pandas for Data Science

MLPapers

Readme listing all ML papers

ShapleyValuesPython

A repository to show examples of Shapley Values in Python

LondonRComputerVision

Talk I did on Computer Vision for London R on 24/11/2020

PyMouseMover

A jiggler designed in Python to move your mouse

OptimisingSciKitLearn

Tutorials of how to optimise scikit learn with parallel processing

Torchtilities

Utilities for working and converting PyTorch objects

time-series-forecasting-python

A repository to show how to apply forecasting in Python to someone who knows it in R

Jupyter Notebook

NHS-R-Talk-2021

The slides from my NHS-R talk

PythonFeatureEngineering

Jupyter Notebook

Reprex_SLACK

A group created to solve reprex issues

Data.TableTutorial

A tutorial on the data.table package

NHS_R_Community_Computer_Vision_Gary_Hutson

Youtube_MP3_downloader

A python module to take YouTube videos and convert to MP3