Changelog of @hackage/monad-bayes 1.1.1

1.1.1

  • add fixture tests for benchmark models
  • extensive documentation improvements
  • add poissonPdf
  • Fix TUI inference
  • Fix flaky test
  • Support GHC 9.4

1.1.0

  • extensive notebook improvements

1.0.0 (2022-09-10)

  • host website from repo
  • host notebooks from repo
  • use histogram-fill

0.2.0 (2022-07-26)

  • rename various functions to match the names of the corresponding types (e.g. Enumerator goes with enumerator)
  • add configs as arguments to inference methods smc and mcmc
  • add rudimentary tests for all inference methods
  • put mcmc as inference method in new module Control.Monad.Bayes.Inference.MCMC
  • update history of changelog in line with semantic versioning conventions
  • bumped to GHC 9.2.3

0.1.5 (2022-07-26)

  • Refactor of sampler to be parametric in the choice of a pair of IO monad and RNG

0.1.4 (2022-06-15)

Addition of new helper functions, plotting tools, tests, and Integrator monad.

  • helpers include: toEmpirical (list of samples to empirical distribution) and toBins (simple histogramming)
  • Integrator is an instance of MonadDistribution for numerical integration
  • notebooks now contains working notebook-based tutorials and examples
  • new tests, including with conjugate distributions to compare analytic solution against inferred posterior
  • models directory is cleaned up. New sequential models using pipes package to represent monadic streams

0.1.3 (2022-06-08)

Clean up of unused functions and broken code

  • remove unused functions in Weighted and Population
  • remove broken models in models
  • explicit imports
  • added some global language extensions

0.1.2 (2022-06-08)

Add documentation

  • docs written in markdown
  • docs built by sphinx

0.1.1 (2020-04-08)

  • New exported function: Control.Monad.Bayes.Class now exports discrete.

0.1.0 (2020-02-17)

Initial release.