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1. prml prml Public

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

   Jupyter Notebook 2.4k 527

2. probml/bandits probml/bandits Public

   Bayesian Bandits

   Jupyter Notebook 68 7

3. bayes bayes Public

   Neat Bayesian machine learning examples

   Jupyter Notebook 58 8

4. weighted-likelihood-filter weighted-likelihood-filter Public

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

   Jupyter Notebook 69 19

5. BONE BONE Public

   Repository for the paper "BONE: a unifying framework for Bayesian online learning in non-stationary environments"

   Jupyter Notebook 18 2

6. reinforcement-learning reinforcement-learning Public

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

   Jupyter Notebook 34 3