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1. scalable-birl scalable-birl Public

   Scalable Bayesian Inverse Reinforcement Learning (ICLR 2021) by Alex J. Chan and Mihaela van der Schaar.

   Python 42 11

2. transductive-dropout transductive-dropout Public

   Unlabelled Data Improves Bayesian Uncertainty Calibration under Covariate Shift (ICML 2020) by Alex J. Chan, Ahmed M. Alaa, Zhaozhi Qian, and Mihaela van der Schaar.

   Jupyter Notebook 8 1

3. medkit-learn medkit-learn Public

   The Medkit-Learn(ing) Environment: Medical Decision Modelling through Simulation (NeurIPS 2021) by Alex J. Chan, Ioana Bica, Alihan Huyuk, Daniel Jarrett, and Mihaela van der Schaar.

   Python 28 1

4. MCMC-Project MCMC-Project Public

   Code for my project comparing theoretical bounds with practical convergence diagnostics in MCMC.

   Jupyter Notebook

5. XanderJC.github.io XanderJC.github.io Public

   Personal website

   HTML 1

6. attention-based-credit attention-based-credit Public

   Code for the paper: Dense Reward for Free in Reinforcement Learning from Human Feedback (ICML 2024) by Alex J. Chan, Hao Sun, Samuel Holt, and Mihaela van der Schaar

   Python 20 1