online-learning-talk

Slides for the online-learning-talk from a Bayesian perspective.

personalized-news-recommendation

Multi Armed Bandits implementation using the Yahoo! Front Page Today Module User Click Log Dataset

pknn.jl

Probabilistic k-nearest neighbours

plotting

prediction-learning-games

Notebook and scripts of Prediction, Learning, and Games by Nicolò Cesa-Bianchi

prml

Repository of notes, code and notebooks in Python for the book Pattern Recognition and Machine Learning by Christopher Bishop

probml-notebooks

Notebooks for "Probabilistic Machine Learning" book

pyprobml

Python code for "Machine learning: a probabilistic perspective" (2nd edition)

python_uma

Repositorio de código para clases de Python impartidas en la Universidad Marista

qmul

Repository of code and notes for the MSc. in Maths at Queen Mary University of London

qmul-fire-talk-0323

PhD Fire Talks for the Statistics and Data Science group at QMUL.

rebayes-mini

Minimalist version of probml/rebayes

reinforcement-learning

Repository of notes, code and notebooks in Python for the book "Reinforcement Learning: An Introduction" by Richard S. Sutton and Andrew G. Barto

reproducible-pitch-presentation

FINAL PROJECT FOR THE DEVELOPING DATA PRODUCTS CLASS

rl-ou-process

Reinforcement Learning over an Ornstein Uhlenbeck process

simple-jax

Recipes for machine learning using Jax (as simple as possible)

tgmaffiro

Theoretical Grounds and Market Adaptations of Financial FX and Interest Rate Options

toxic-flow-mini-talk

toxic-flow-talk

Slides for the "Detecting Toxic Flow" paper

uma

Code and notebooks done in classes at the Universidad Marista

weighted-likelihood-filter

Code for the paper "Outlier-robust Kalman Filtering through Generalised Bayes" presented at ICML 2024

weighted-likelihood-filter-talk