Preface

5 min read

Software Setup

11 min read

Python Crash Course

5 min read

Block Diagrams in Notebooks

3 min read

Objective Functions

8 min read

Synthetic Objective Functions and ZDT1

10 min read

Synthetic Objective Functions and ZDT2

10 min read

Population Initialisation

6 min read

Populations in Objective and Decision Space

7 min read

Using a Framework and the ZDT Test Suite

10 min read

Single Objective Problems

6 min read

Single Objective Problems: Rastrigin

6 min read

Pareto Optimality and Dominance Relations

12 min read

Non-Dominated Sorting

10 min read

Hypervolume Indicator

11 min read

Contributing Hypervolume Indicator

22 min read

Using a Framework to Generate Results

7 min read

Using a Framework to Compare Algorithm Performance

15 min read

Sample Size Sufficiency

7 min read

Algorithm Performance and Statistical Significance

17 min read

Using a Framework with a Custom Objective Function

9 min read

YAML for Configuration Files

7 min read

Pareto-Front Visualisation with PlotAPI

8 min read

Preface

5 min read

Setup Anaconda, Jupyter, and Rust

12 min read

Plotting with Plotters

1 min read

Plotting with Plotly

4 min read

Better Plotting with Plotly

11 min read

Finishing Touches for Visualisation

5 min read

Multidimensional Arrays and Operations with NDArray

11 min read

Better Output for 2D Arrays

5 min read

Loading Datasets from CSV into NDArray

16 min read

Typed Arrays from String Arrays for Dataset Operation

15 min read

Descriptive Statistics with NDArray

8 min read

Unique Array Elements and their Frequency

8 min read

NDArray Index Arrays and Mask Index Arrays

11 min read

Interactive Chord Diagrams

5 min read

Visualisation of Co-occurring Types

10 min read

Getting Started with PlotAPI and Rust

7 min read

Box Plots at the Olympics

8 min read

Preface

4 min read

Software Setup

11 min read

API Requests and JSON Data

1 min read

Coronavirus Time Series Map Animation

10 min read

Coronavirus Time Series Line and Bar Chart

3 min read

Confirmed Cases of Coronavirus in England with Scattergeo

6 min read

Interactive Chord Diagrams

6 min read

Co-occurrence of Pokemon Types (Gen 1-6) with Chord Diagrams

4 min read

Occurrence and Co-occurrence of Pokemon Types with Chord Diagrams

5 min read

Co-occurrence of Pokemon Types (Gen 1-8) with Chord Diagrams

6 min read

Co-occurrence of Movie Genres with Chord Diagrams

5 min read

Co-occurrence of Anime Genres with Chord Diagrams

5 min read

Olympic Weightlifting Medals with Stacked Bar Charts

9 min read

Arabica Coffee Beans - Origin and Variety

9 min read

Advanced Features For Chord Diagrams

16 min read

CVSS Exploratory Data Analysis

4 min read

Creating a Dataset by Web Scraping

15 min read

Generating Background Colours

7 min read

DataFrame to Samples Dict

5 min read

Preface

9 min read

Software and Page Setup

6 min read

Creating an Empty SVG

6 min read

Creating Shape Elements

4 min read

Selections and Selecting Elements

6 min read

Attributes and Styles

7 min read

Grouping Elements

5 min read

Animated Transitions

5 min read

Looping Animated Transitions

6 min read

Animated Transitions with Easing

6 min read

Colour Transitions

6 min read

Path Construction with 2D Arrays

7 min read

Sine Waves in the Time Domain

5 min read

Multiple Sine Waves in the Time Domain

2 min read

Summing Sine Waves

3 min read

Fast Fourier Transform

2 min read

Topographical Plots

1 min read

Event Related Potentials

1 min read

Time Domain Analysis

1 min read

Time Domain Analysis with Plotly

2 min read

MNE DataFrame Scaling

1 min read

Software Setup

11 min read

Standard Deviation

5 min read

Pairwise Comparison

11 min read

Getting Started with Kaggle

8 min read

Exploratory Data Analysis

18 min read

Experimental Design

24 min read

Data Wrangling and Experiment Implementation

22 min read

Results Analysis

17 min read

Class Imbalance and Oversampling

17 min read

Oversampling the Cardiotocography Data Set

6 min read

Getting started

2 min read

Visualizations

1 min read

Installation

1 min read

License activation

2 min read

Displaying in notebook

2 min read

Saving locally

3 min read

Uploading to cloud

4 min read

REST API

1 min read

Julia

3 min read

HTTP

2 min read

JavaScript

1 min read

Troubleshooting

1 min read

Chord

3 min read

Linked data table

3 min read

Animation

2 min read

Chord colors

3 min read

Reverse gradients

1 min read

Ticks

2 min read

Details and thumbnails

3 min read

Popup layout and format

2 min read

Pulled out arcs

2 min read

Highlighted arcs

2 min read

Arc numbers

1 min read

Label styles

2 min read

Text formatting

3 min read

Hidden diagonals

2 min read

Chord opacity

1 min read

Equal-sized arcs

3 min read

Directed chords

1 min read

Asymmetric relationships

1 min read

Arc padding

1 min read

Radius scales

1 min read

Layout properties

2 min read

Split Chord

3 min read

Sankey

2 min read

Linked data table

3 min read

Animation

2 min read

Node and link colors

3 min read

Reverse gradients

1 min read

Flat link colors

2 min read

Link background color

2 min read

Node aligment

2 min read

Popup layout and format

3 min read

Node styling

2 min read

Node sorting

2 min read

Text formatting

3 min read

Link opacity

2 min read

Layout properties

2 min read

Pie Fight

3 min read

Theme colors

3 min read

Node icons and colors

3 min read

Node text and values

3 min read

Event information

4 min read

Event mode

4 min read

Temporal format

2 min read

Bar Fight

3 min read

Node colors

3 min read

Node icons and colors

3 min read

Animation

4 min read

Event information

4 min read

Event mode

4 min read

Temporal format

2 min read

Node visibility

2 min read

Node start index

3 min read

Layout properties

3 min read

Line Fight

3 min read

Node colors

3 min read

Node icons and colors

3 min read

Event information

4 min read

Event mode

4 min read

Temporal format

2 min read

Terminus

2 min read

Animation

2 min read

Vertical pipes

1 min read

Pixel colors

2 min read

Pixel size

1 min read

Pipe colors

1 min read

Pipe alignment

1 min read

Pipe styling

2 min read

Pipe bundling

1 min read

Bar styling

1 min read

Stats styling

1 min read

Dynamic title count

1 min read

WebGL or canvas

1 min read

Pixels per percentage

2 min read

Pixels per unit

3 min read

Layout properties

2 min read

Heat Map

2 min read

Popup layout and format

2 min read

Pareto Front

4 min read

Goal Rush

2 min read

Showcase

1 min read

Pokemon Types with Chord

3 min read

Animal Crossing Villager Species and Personality

3 min read

IMDb Top 1000 with Chord

4 min read

Desktop Browsers Market Share with Pie Fight

3 min read

Pokemon Trends with Bar Fight

4 min read

Degree Classification by Graduate Gender with Terminus

5 min read

Degree Classification by Graduate Ethnicity with Terminus

6 min read

Global Email Spam with Terminus

3 min read

Apple 2021 Q3 Results with Sankey

2 min read

Apple 2021 Q4 Results with Sankey

2 min read

League of Legends Classes

3 min read

Pokemon Types with Heat Map

2 min read

Video Game Publishers and Genres with SplitChord

2 min read

Top Olympic Medal Earning Countries

2 min read

League of Legends World Championship

2 min read

Animal Crossing Villager Style

3 min read

IMDb Top 1000 with Heat Map

3 min read

StamiStudios Panels and Colours

2 min read

API reference

10 min read

Docker Toolbox, Windows 7, and Shared Volumes

5 min read

MacBook butterfly keyboard problems

5 min read

Polyra and me

5 min read

Beautiful interactive chord diagrams with Chord Pro

14 min read

DIY magnetic VESA mount for iPad

3 min read

Purple Please: my theme for Jupyter Lab

1 min read

Creating a static site generator

8 min read

Reviewing the Motion Boom Plus - Soundcore by Anker

5 min read

My pen plotter setup

5 min read

Colours and patterns whilst travelling Japan

2 min read

Updating content creation date on macOS

2 min read

Different adjustments for the same photo

2 min read

Enhancing the lucky dip experience for Stami Studios

4 min read

Swap memory on low resource servers

1 min read

Safari, gradients, opacity, and broken SVGs

2 min read