miscellaneous

Miscellaneous links and notebooks related to my research and outreach activities.

  1. A tutorial notebook on how to implement Hamiltonian Monte Carlo (HMC) sampling in Python, with a simple example of parameter estimation for a linear model. The notebook can be found here

  2. A tutorial notebook to estimate the Hubble constant (H0) using the same 24-galaxy dataset Edwin Hubble used in 1929: here

  3. An interactive website to show different discretisation schemes for solving Hamiltonian equations for a simple harmonic oscillator: here

  4. An interactive website to show sampling from several 2D distributions using random-walk Metropolis-Hastings and Hamiltonian Monte Carlo (HMC) methods (a comparison): here