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Hutsons-hacks

Hutsons-hacks

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

Author: Gary Hutson

Connecting Python to SQL Server using trusted and login credentials

PythonGary Hutson21/09/20200

The pypyodbc is the library you need to drive the connection to a SQL server database. If, like me, you struggle with connection strings, then please navigate to this site for help with all types of connection string: https://www.connectionstrings.com/. Installing with pip install To install the relevant packages needed you will need to use pip…

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Moving on as Head of Solutions and AI at Draper and Dash

General musings!Gary Hutson18/09/20200

Well, what can I say? It has been a blast over the past year and a half. In my time at the company I have managed to work on a number of fascinating projects, here is a list of just some of them: Data Science Platform – this has been the culmination of lots of…

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General musings!Gary Hutson17/09/20201

D&D’s Data Science Platform (DSP) – making healthcare analytics easier

My current company Draper and Dash have been working on the Healthcare DSP for a number of months and we are…
Help and appealsGary Hutson12/08/20200

A call to arms…

I would like to share a story with you. My schoolfriend Richard Chappell is seriously ill in Thailand and needs your…
R BlogsGary Hutson18/06/20203

Advanced Modelling in R with CARET – a focus on supervised machine learning

Yesterday (17th June) I did a session with the NHS-R Community relating to how to use the brilliant CARET package to…
R BlogsGary Hutson06/05/20202

Threading and Caret: Burning your CPU to improve model training speed

When I am doing a Machine Learning project with R it is crucial to save those precious seconds, minutes, hours in…
R BlogsGary Hutson07/11/20191

OddsPlotty – the first official package I have ‘officially’ launched

Motivation for this The background to this package linked to a project I undertook about a year ago. The video relates…
R BlogsGary Hutson01/11/20190

Command Centre amplification with predictive analytics and machine learning

Recently, our team at Draper and Dash have been busy creating an NHS operational command centre. This command centre is different,…
R BlogsGary Hutson13/09/20190

Getting on the meet-up bandwagon – our first meet up event

My company Draper and Dash have tasked me with organising a wider meet-up event for anyone who is interested in AI…
R BlogsGary Hutson06/09/20190

Predictive Solutions Series – Draper & Dash’s Stranded and Super Stranded Patient Module

Lots of exciting things are happening with Draper and Dash at the moment. We have been working with key healthcare partners…

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Most recent musings!
  • Creating doodles with HED detection and ControlNet 01/10/2023
  • Building a PyTorch binary classification multi-layer perceptron from the ground up 10/07/2023
  • Graph Data Modeling with Python 30/06/2023
  • Fine tune a Dreambooth model for image generation using Stable Diffusion with PyTorch 25/05/2023
  • Using ControlNet models to remodel my living room 09/03/2023
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  • Creating doodles with HED detection and ControlNet – Hutsons-hacks on Stable Diffusion application with Streamlit
  • Creating doodles with HED detection and ControlNet – Hutsons-hacks on Using ControlNet models to remodel my living room
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