Discover gerdm/reinforcement-learning Open Source project

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

prml

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

Jupyter Notebook

2,065

weighted-likelihood-filter

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

Jupyter Notebook

bayes

Neat Bayesian machine learning examples

Jupyter Notebook

misc

Collection of code without a particular purpose.

Jupyter Notebook

rebayes-mini

Minimalist version of probml/rebayes

Python

QMUL

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

Jupyter Notebook

deep-learning-bishop

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

Jupyter Notebook

gerdm.nabla.mx

Personal Blog

HTML

simple-jax

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

pknn.jl

Probabilistic k-nearest neighbours

Julia

prediction-learning-games

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

Jupyter Notebook

TGMAFFIRO

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

Jupyter Notebook

hard-em-lvm

Jupyter Notebook

machine_learning

A repository with a bunch of machine learning

Jupyter Notebook

elements-smc

Jupyter Notebook

rl-ou-process

Reinforcement Learning over an Ornstein Uhlenbeck process

Jupyter Notebook

weighted-likelihood-filter-talk

Vue

gerdm.github.io

Personal site

CSS

gerdm/reinforcement-learning

gerdm

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