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Updated changelog
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MichaelClerx committed Aug 11, 2022
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Expand Up @@ -9,6 +9,7 @@ All notable changes to this project will be documented in this file.
- [#1420](https://github.com/pints-team/pints/pull/1420) The `Optimiser` class now distinguishes between a best-visited point (`x_best`, with score `f_best`) and a best-guessed point (`x_guessed`, with approximate score `f_guessed`). For most optimisers, the two values are equivalent. The `OptimisationController` still tracks `x_best` and `f_best` by default, but this can be modified using the methods `set_f_guessed_tracking` and `f_guessed_tracking`.
- [#1417](https://github.com/pints-team/pints/pull/1417) Added a module `toy.stochastic` for stochastic models. In particular, `toy.stochastic.MarkovJumpModel` implements Gillespie's algorithm for easier future implementation of stochastic models.
- [#1413](https://github.com/pints-team/pints/pull/1413) Added classes `pints.ABCController` and `pints.ABCSampler` for Approximate Bayesian computation (ABC) samplers. Added `pints.RejectionABC` which implements a simple rejection ABC sampling algorithm.
- [#1378](https://github.com/pints-team/pints/pull/1378) Added a class `pints.LogNormalLogLikelihood`.

### Changed
- [#1445](https://github.com/pints-team/pints/pull/1445) Allowed multiple LogPDFs to be supplied to the MCMCController (one for each MCMC chain), and added an evaluator which evaluates each position on a separate callable.
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