2024
2020
Squash rankings, Part III, All hail Bokeh!
November 1, 2020
Visualising L1 and L2 regularisation, Part II, Lessons learnt from an experienced programmer
October 18, 2020
Visualising L1 and L2 regularisation
October 11, 2020
Squash rankings, Part II, dimension reduction and clustering
September 28, 2020
Stochastic Gradient Descent, Part III, Fitting linear, quadratic and sinusoidal data using a neural network and SGD
September 17, 2020
Squash rankings, Part I, Scraping wikipedia and data analysis
September 17, 2020
Stochastic Gradient Descent, Part II, Fitting linear, quadratic and sinusoidal data using a neural network and GD
September 11, 2020
Stochastic Gradient Descent, Part I, Gradient descent on linear, quadratic and sinusoidal data
September 10, 2020
FastAI Course, Part III, Frustrations with creating an image classifier
September 8, 2020
Analysing the movies I've watched, Part V, Data visualisation II
September 2, 2020
FastAI Course, Part II, Lesson 1 and sentiment analysis
August 30, 2020
Increasing the resolution of an image using an SRGAN
August 28, 2020
Analysing the movies I've watched, Part IV, Data visualisation
August 24, 2020
Analysing the movies I've watched, Part III, Joining the tables
August 19, 2020
FastAI Course, Part I, Lessons 1 and 2
August 9, 2020
Analysing the movies I've watched, Part II, Data cleaning
August 3, 2020
Analysing the movies I've watched, Part I, Data collection
August 2, 2020
Contributing to Darts by Unit8
July 30, 2020
Web Scraping for STEP past papers and solutions
July 27, 2020
EuroPython Conference 2020, Summary
July 26, 2020
EuroPython Conference 2020, Day 2
July 24, 2020
EuroPython Conference 2020, Day 1
July 23, 2020
Santander Dataset, Part III, Learning from others
July 18, 2020
Neural Networks, Part II, First MNIST model
July 14, 2020
Santander Dataset, Part II, Feature Selection
July 13, 2020
Neural Networks, Part I, Basic network from scratch
July 9, 2020
Santander Dataset, Part I
July 1, 2020
Stop and Search, Part III, Data Analysis
June 22, 2020
Stop and Search, Part II, Data Cleaning
June 17, 2020
Stop and Search, Part I, Data Collection
June 15, 2020
AIs for Games, Part III, Pruning Min-Max for Pentago
June 9, 2020
AIs for Games, Part II, Min-max for Pentago
June 4, 2020
Bacon numbers via Recursive SQL
May 24, 2020
AIs for Games, Part I, Brute Force TicTacToe
May 20, 2020