Tom TitcombeinTowards Data ScienceA Gentle Introduction to Differential PrivacyWhat is differential privacy? Why might we want it? How can we achieve it?Jan 23, 2020Jan 23, 2020
Tom TitcombeinTowards Data SciencePolynote: the new Jupyter?There is a lot of buzz surrounding Polynote, Netflix’s multi-language notebook. But is it the Jupyter-killer, or is it all hype?Dec 21, 20195Dec 21, 20195
Tom TitcombeinTowards Data ScienceInteractive Election Visualisations with AltairIn a recent post, I showed how we can generate hexmaps with matplotlib to visualise elections. While these maps are a great demonstration…Oct 26, 2019Oct 26, 2019
Tom TitcombeinTowards Data ScienceWeight Agnostic Neural NetworksHave you ever wondered how most mammals are capable of fairly complex tasks, like walking, straight after being born? They haven’t had…Sep 8, 2019Sep 8, 2019
Tom TitcombeinDataDrivenInvestorAdventures in Reinforcement Learning II: DQNIn the last instalment, I laid out plans to undertake a reinforcement learning curriculum and implementing several definitive algorithms…Aug 15, 2019Aug 15, 2019
Tom TitcombeData Science Toolbox: Black + Pre-commitImagine you’ve just completed work on a large feature: you push your work and head off to take that much deserved tea break. When you come…Aug 6, 2019Aug 6, 2019
Tom TitcombeReinforcement Learning with DockerLearn how to use Docker to easily develop reinforcement learning algorithms in OpenAI gym.Jul 31, 20192Jul 31, 20192
Tom TitcombeAdventures in Reinforcement Learning I: Spinning UpFirst steps in learning reinforcement learning. We set up our learning environment and implement a basic search algorithm to solve…Jul 21, 2019Jul 21, 2019
Tom TitcombeinTowards Data ScienceVisualising Elections with PythonCreating two types of choropleth map to see the political mood of the United KingdomJun 2, 2019Jun 2, 2019
Tom TitcombeUnderstanding Neural Arithmetic Logic UnitsA recent paper from DeepMind researchers has introduced a new neural network module capable of counting objects and numbers and keeping…Aug 21, 20182Aug 21, 20182