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Hutsons-hacks

Hutsons-hacks

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

Tag: Plumber

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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Deploying trained CARET Machine Learning Model with Docker and Plumber

R BlogsGary Hutson14/05/20211

I have been busy learning Docker, as it was one of those things I have been putting off for a while. But, I am so glad that I did. Essentially, I have gone through all the pain so you don’t have to. Building the ML Model and creating API with Plumber I can’t tell you…

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R BlogsGary Hutson15/04/20210

Deploying a CARET Machine Learning model as an API with Plumber

I have deployed many models in my time working as a Senior Data Scientist and as a Principal Analyst at Nottingham…
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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
Recent Comments
  • 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
  • Using ControlNet models to remodel my living room – Hutsons-hacks on Stable Diffusion application with Streamlit
  • danielgbaena on Hyperparameter tuning a Transformer with Optuna
  • Diverging Bar Charts – Plotting Variance with ggplot2 – NHS-R Community on Diverging Bar Charts – Plotting Variance with ggplot2
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    Source: R-Bloggers Published on 25-Apr-2025 By Jonathan Carroll
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