Blog
A technical look at not so technical topics.
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This post explores how making AI models more transparent can build trust and improve decision-making. It introduces Linearised Additive Models (LAMs), which enhance the clarity of logistic models without sacrificing performance.
13 May 2018 »
Last Man Standing - optimal strategies for betting games
In this post we analyse the new betting game, last man standing. We'll look at strategies for winning the game under certain assumptions, using techniques such as simulated annealing and convex programming.
01 May 2018 »
Markov decision processes and life - why we are all doomed by physics to make bad decisions
This post is a tongue-in-cheek look at using complexity theory to justify poor decision-making in our day to day lives.
18 Jan 2018 »
Is it a banger? Audio classification in tensorflow
We investigate using a deep neural network to classify audio data as a 'banger' or 'not_a_banger', inspired by *Parks and Recreation*'s Tom Haverford.
18 Jan 2018 »
Is it a banger? Make your own dataset
The companion notebook to is-it-a-banger, this shows how to create the dataset used in the article.
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