Codebox Software

Learning to play Connect 4 with Deep Reinforcement Learning

Using machine learning to play Connect 4

Minimum Viable Blockchain written in Python

A working blockchain with Wallet and Miner applications, written in Python

Using a Neural Network to Detect Daleks

Using a convolutional neural network to detect Daleks in old Doctor Who episodes

Using a Neural Network to Classify Galaxies

A convolutional neural network for classifying images of galaxies

Reinforcement Learning Grid

Experiment with Reinforcement Learning using robots

Playing Blackjack with Machine Learning

Playing Blackjack with Reinforcement Learning

Gas Giant Infographics

Infographic posters that visualise data about the outer planets in our solar system

Visualising NASA Exoplanet Data

A Python utility that uses NASA data to generate visualisations of known planetary systems

SARSA λ in Python

A Python implementation of the SARSA Lambda Reinforcement Learning algorithm

A Neural Network implemented in Python

A Python implementation of a Neural Network

Simple Scheme Interpreter

A home-made interpreter for a sub-set of the Scheme programming language

HTTPS Certificate Expiry Checker

A Python script for checking when HTTPS certificates will expire

Visualising the Structure of Common English Words using Python

A Python script for generating Sunburst Charts to visualise letter positions within words

Draw Star Charts using Python

A Python script to generate SVG star charts

Lunar Calendar Generator

A Python utility for generating HTML Lunar Calendars

Photomosaic Image Builder

A Python utility for creating mosaic images

Boggle Solver and Game

An online Boggle game, Boggle solver and web service

Image Augmentation for Machine Learning in Python

A Python script to perform image augmentation, useful for pre-processing machine learning image data sets

A Naive Bayesian Classifier in Python

A Python implementation of a Naive Bayesian Classifier

A Markov text generator

A Python implementation of a random text generator that uses a Markov Chain to create almost-realistic sentences.

Linear/Logistic Regression with Gradient Descent in Python

A Python library for performing Linear and Logistic Regression using Gradient Descent

Copy bookmarks between Instapaper, Readability, Pocket, Pinboard, Delicious etc

Copy bookmarks between Instapaper, Readability, Pocket, Pinboard, Delicious, Diigo, GitHub, StackOverflow and Twitter