Skip to content
  • Home
  • About Me
    • Cookie Policy (EU)
  • R Blogs
  • R Learning
  • Python Blogs
  • My GitHub
  • NHS-R Community
  • R-Bloggers
Hutsons-hacks

Hutsons-hacks

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

Tag: Statistics

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

PythonGary Hutson23/09/20210

The conference will be held virtually and will kick-off : Monday 8th of November – Wednesday 10th November Featuring: Main Conference Events. This will include more workshops, lightning talks and plenary sessions. And the week before we will have lots of hands-on workshops: Monday 1st November – Friday 5th November Series of workshops for all…

Continue Reading

Parallelisation of Model Evaluation and Hyperparameter Tuning in Sci Kit Learn

PythonGary Hutson14/09/20210
Parallel scikit learn

Hello, it is me again for another post on how to make sci-kit perform at the top of its game. Amping up the Model Evaluation process Model evaluation in sci-kit learn can be achieved by the cross_val_score. This performs repeated stratified K fold resampling and assess the model accuracy across each of those folds. This…

Continue Reading
General musings!Gary Hutson17/05/20181

Violin and density plots in ggplot2

Violin Plots This chart is a combination of a Box Plot and a Density Plo that is rotated and placed on each side, to…
General musings!Gary Hutson16/05/20182

Box Plots in ggplot2

Setting up the plot The box plot, in ggplot2, can be really powerful and useful for analysing variation. I will show…
General musings!Gary Hutson16/05/20181

Histogram with auto binning in ggplot2

Histograms (with auto binning) Again, we will use the mtcars dataset and use the fields in that to produce the chart,…
General musings!Gary Hutson16/05/20181

Diverging Dot Plot and Lollipop Charts – Plotting Variance with ggplot2

Creating the Dot Plot Variance chart The data preparation was used in the previous blog entitled: Diverging Bar Charts – Plotting Variance…
General musings!Gary Hutson16/05/20183

Diverging Bar Charts – Plotting Variance with ggplot2

Diverging Bar Charts The aim here is to create a diverging bar chart that shows variance above and below an average…
General musings!Gary Hutson15/05/20181

Pareto Chart in ggplot2

Background of Pareto Charts A Pareto chart, named after Vilfredo Pareto, is a type of chart that contains both bars and a line graph, where individual…
Follow and Subscribe
Follow @StatsGary
Most recent musings!
  • Hyperparameter tuning a Transformer with Optuna 08/08/2022
  • Build a PyTorch regression MLP from scratch 05/08/2022
  • I know dictionaries, but what is a DefaultDict? 13/06/2022
  • Narly NamedTuples in Python 23/05/2022
  • Automating and downloading Google Chrome images with Selenium 19/05/2022
Recent Comments
  • NHSDataDictionaRy Package Has Arrived On CRAN - AI Summary on NHSDataDictionaRy package has arrived on CRAN
  • 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
Privacy & Cookies: This site uses cookies. By continuing to use this website, you agree to their use.
To find out more, including how to control cookies, see here: Cookie Policy
Archives
Cool categories
RSS
  • R code snippet : Read Historical Daily Exchange Rates
    Source: R-Bloggers Published on 14-Aug-2022 By sang-heon lee
  • Notes on Linear Algebra Part 1
    Source: R-Bloggers Published on 14-Aug-2022 By Bryan Hanson
  • R code snippet : Read Historical Prices of Stock Index
    Source: R-Bloggers Published on 14-Aug-2022 By sang-heon lee
  • Best Books About Data Analytics
    Source: R-Bloggers Published on 14-Aug-2022 By Jim
  • R code snippet : Read Historical Prices of Cryptocurrencies
    Source: R-Bloggers Published on 13-Aug-2022 By sang-heon lee
Accessibility
Anti-social Links
  • Twitter
  • LinkedIn
  • YouTube
Advertising blurb
Copyright © 2022 Hutsons-Hacks. All Rights Reserved.
Boston Theme by FameThemes
Manage Cookie Consent
We use cookies to optimise our website and our service.
Functional Always active
The technical storage or access is strictly necessary for the legitimate purpose of enabling the use of a specific service explicitly requested by the subscriber or user, or for the sole purpose of carrying out the transmission of a communication over an electronic communications network.
Preferences
The technical storage or access is necessary for the legitimate purpose of storing preferences that are not requested by the subscriber or user.
Statistics
The technical storage or access that is used exclusively for statistical purposes. The technical storage or access that is used exclusively for anonymous statistical purposes. Without a subpoena, voluntary compliance on the part of your Internet Service Provider, or additional records from a third party, information stored or retrieved for this purpose alone cannot usually be used to identify you.
Marketing
The technical storage or access is required to create user profiles to send advertising, or to track the user on a website or across several websites for similar marketing purposes.
Manage options Manage services Manage vendors Read more about these purposes
View preferences
{title} {title} {title}