gerdm

prml

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

bayes

Neat Bayesian machine learning examples

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

misc

Collection of code without a particular purpose.

rebayes-mini

Minimalist version of probml/rebayes

gerdm.nabla.mx

Personal Blog

simple-jax

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

deep-learning-bishop

Notes and code from the book Deep Learning: Foundations and Concepts by C. Bishop and H. Bishop

elements-smc

gerdm.github.io

Personal site

hard-em-lvm

prediction-learning-games

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

probml-notebooks

Notebooks for "Probabilistic Machine Learning" book

pyprobml

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

weighted-likelihood-filter-talk

actions-test

aistats2022

Subspace EKF neural bandit presentation for AIStats 2022

analysis-ml

blackjax

BlackJAX is a sampling library designed for ease of use, speed and modularity.

congress_2017

Code and data for the 2017 Actuarial Congress webapp at the "Universiad Marista"

dynamax

State Space Models library in JAX

flax

Flax is a neural network library for JAX that is designed for flexibility.

gerdm

Personal README

online-bnn-talk

Talk on online learning of Bayesian neural networks

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

qmul-fire-talk-0323

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

toxic-flow-mini-talk

toxic-flow-talk

Slides for the "Detecting Toxic Flow" paper

weighted-likelihood-filter