Navigation
- Comfortably NumPyro - A guide to NumPyro to help demystify its more obscure features
- Getting Started - An absolute beginners guide to NumPyro
- The Constrained Domain - Explanation of constranied vs unconstrained domains in NumPyro
- Testing Different MCMC Samplers - A quick overview of the different samplers in numpyro and their strengths / weaknesses
- Nested Sampling - An exploration of nested sampling in NumPyro
- Stochastic Variational Inference - An intro and guide to SVI in NumPyro
- SVI Part 1 - Introduction & Explanation
- SVI Part 2 - Examples & Comparison with MCMC
- Statistics Articles - General Statistics Articles
- Nested Sampling - A hands-on intro to nested sampling
- Data Tension Examples - An example of data tension
- Is the Raffle Rigged? - Practical stats for a toy problem
This page by Hugh McDougall, 2024
For more detailed information, feel free to check my GitHub repos or contact me directly.