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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