Pinned Repositories
bayes
Neat Bayesian machine learning examples
deep-learning-bishop
Notes and code from the book Deep Learning: Foundations and Concepts by C. Bishop and H. Bishop
gerdm.nabla.mx
Personal Blog
misc
Collection of code without a particular purpose.
prml
Repository of notes, code and notebooks in Python for the book Pattern Recognition and Machine Learning by Christopher Bishop
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
weighted-likelihood-filter
Code for the paper "Outlier-robust Kalman Filtering through Generalised Bayes" presented at ICML 2024
bandits
Bayesian Bandits
rebayes
Recursive Bayesian Estimation (Sequential / Online Inference)
gerdm's Repositories
gerdm/prml
Repository of notes, code and notebooks in Python for the book Pattern Recognition and Machine Learning by Christopher Bishop
gerdm/weighted-likelihood-filter
Code for the paper "Outlier-robust Kalman Filtering through Generalised Bayes" presented at ICML 2024
gerdm/bayes
Neat Bayesian machine learning examples
gerdm/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
gerdm/misc
Collection of code without a particular purpose.
gerdm/rebayes-mini
Minimalist version of probml/rebayes
gerdm/deep-learning-bishop
Notes and code from the book Deep Learning: Foundations and Concepts by C. Bishop and H. Bishop
gerdm/gerdm.nabla.mx
Personal Blog
gerdm/prediction-learning-games
Notebook and scripts of Prediction, Learning, and Games by Nicolò Cesa-Bianchi
gerdm/simple-jax
Recipes for machine learning using Jax (as simple as possible)
gerdm/elements-smc
gerdm/gerdm.github.io
Personal site
gerdm/hard-em-lvm
gerdm/probml-notebooks
Notebooks for "Probabilistic Machine Learning" book
gerdm/pyprobml
Python code for "Machine learning: a probabilistic perspective" (2nd edition)
gerdm/weighted-likelihood-filter-talk
gerdm/adaptive-continual-bayes
gerdm/adaptive-zoo
gerdm/analysis-ml
gerdm/blackjax
BlackJAX is a sampling library designed for ease of use, speed and modularity.
gerdm/congress_2017
Code and data for the 2017 Actuarial Congress webapp at the "Universiad Marista"
gerdm/dynamax
State Space Models library in JAX
gerdm/flax
Flax is a neural network library for JAX that is designed for flexibility.
gerdm/gerdm
Personal README
gerdm/online-bnn-talk
Talk on online learning of Bayesian neural networks
gerdm/online-learning-talk
Slides for the online-learning-talk from a Bayesian perspective.
gerdm/plotting
gerdm/qmul-fire-talk-0323
PhD Fire Talks for the Statistics and Data Science group at QMUL.
gerdm/toxic-flow-mini-talk
gerdm/toxic-flow-talk
Slides for the "Detecting Toxic Flow" paper