01 / NEURAL NETWORKS
INPUTHIDDEN LAYERSOUTPUT
Machine learning01
Neural networks, from the ground up.
Exploring handwritten digit recognition: from a neural network built with NumPy to multilayer perceptrons and convolutional networks in PyTorch.
PERSONAL PORTFOLIO <hello, world />
Curiosity,
written in code.
A collection of programming projects, experiments and explorations — from neural networks to finding the next Wordle guess.
Explore my work Find me on GitHubEXPERIMENTS · ANALYSIS · PROBLEM-SOLVINGSCROLL TO EXPLORE ↓
01 / THE PORTFOLIO
Selected work05
Ideas explored. Lessons learnt.
A few things I’ve built along the way.
5 projects
Data analysis
Football Prediction Analysis
An early data analysis project comparing Elo-based football predictions with simpler baselines, with an honest look at what did and didn’t work.
Data analysis
Text & Sentiment Analysis
A collection of quantitative analysis notebooks exploring keyword filtering, word analysis, date-based filtering and sentiment analysis.
Data analysis
Quantitative Methods Notebooks
Workshop notebooks covering data handling, spatial data, natural language processing, hypothesis testing and regression discontinuity.
There’s more behind the code.Browse GitHub
02 / BEHIND THE CODEA little
A little
about me.
BIO · TO BE WRITTEN
[Your bio goes here. Introduce yourself, share what you enjoy building, and tell visitors a little about your background.]
EXPLORE MY WORKgithub.com/Davey-J