# Reinforcement Learning for Real Life Planning Problems

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