Contents

Changelog

0.4.2 (2022-04-07)

  • Fix progress bar compatibility in ADVI code

  • Add more documentation and infrastructure

0.4.1 (2022-04-06)

  • Lower minimum Python version to 3.7.1

  • Make sampling interfaces more consistent

  • Add more documentation

0.4.0 (2022-04-05)

  • Add mean-field variational inference

0.3.0 (2022-04-05)

  • Add quadratic/Laplace approximation implementation

0.2.2 (2022-04-05)

  • Restructure repository

  • Nuke nn and optim modules

0.2.1 (2022-02-27)

  • Add mass matrix to HMC (just identity for now)

0.2.0 (2022-02-26)

  • Rewrite HMC sampler

    • Use lax.scan (a lot faster) with progress bars

    • Allow ln_posterior function to take additional arguments

  • Rewrite optimizers to use lax.fori_loop

  • Add more documentation

  • Add more tests

0.1.0 (2022-02-25)

  • Initial release

API Reference