Originally posted to Medium on 20/05/2018. Reinforcement Learning for Real Life Planning Problems Recently, I have published some examples where I have created Reinforcement Learning models for some real lifeContinue reading
Building a Bot to counter Negative Comments on Reddit using Natural Language Processing
Originally posted to Medium on 06/06/2018. Reddit is an amazing website for sharing just about everything and has the tagline as ‘the frontpage of the internet’. It has even recentlyContinue reading
Tourism of the UK to/from US Analysis
Just a quick visualisation I put together to compare the number of tourists coming into and leaving to UK from/to the US against the exchange rate for USD and GDP.Continue reading
UK Divorce and Marriage Visual Analysis
Using publicly available data from ONS I analysed interesting trends the number of marriages and divorces in the past century. These are some of the more interesting trends I foundContinue reading
Building a Reinforcement Learning Model from Scratch to Plan a Meal based on Real Costs and Personal Preferences: Part 2
Reinforcement Learning for Meal Planning Varying Alpha¶ A good explination of what is going on with our outupt due to alpha is described by stack overflow user VishalTheBeast:¶ “Learning rateContinue reading
Building a Reinforcement Learning Model from Scratch to Plan a Meal based on Real Costs and Personal Preferences: Part 1
Reinforcement Learning for Meal Planning based on Meeting a Set Budget and Personal Preferences¶ Aim¶ When food shopping, there are many different products for the same ingredient to choose fromContinue reading
Master’s Thesis Summary: Constructing a Narrative using Markov Decision Processes applied to Data Visualisations
Abstract We aimed to create a Markov Decision Process model that can recommend visualisations in an order that portrays a guided narrative. The model uses Monte Carlo learning and isContinue reading
UK House Price Analysis: Part 3
Part 3: Connecting House Sales In the Same Year¶ Instead of grouping all the sales made of the same house in the same year, we can analyse the total numberContinue reading
UK House Price Analysis: Part 2
Part 2: Connecting House Sales Between Years¶ Combine multiple sales of the same house in a year into one taking the mean of prices¶ Originally we simply sorted by theContinue reading
UK House Price Analysis: Part 1
Introduction¶ Analysis for data set: https://www.kaggle.com/hm-land-registry/uk-housing-prices-paid https://www.gov.uk/government/statistical-data-sets/price-paid-data-downloads We have used Python, R, GGPlot and Plotl.ly to analyse over 20 Million houses to compare the number of houses sold inContinue reading