Create a functional testing module with tests for all methods

[DavAug]

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The module will contain the functional tests in pints, e.g. one file for each sampler and each optimiser. We start with the HarrioBardenerACMC.

[DavAug]

A class should contain a method that returns the results in dict format. Until the new diagnostics module is implemented, we could start with

• Gaussian shape kld
• mean ESS

[fcooper8472]

@MichaelClerx @ben18785 does this look about right? https://github.com/pints-team/pints/commit/122590599936a2325fafedd09b46639c6e4240e8

[ben18785]

It does! Thanks Ferguz

On Tue, Mar 16, 2021 at 10:11 AM Fergus Cooper @.***> wrote:

@MichaelClerx https://github.com/MichaelClerx @ben18785 https://github.com/ben18785 does this look about right? 1225905 https://github.com/pints-team/pints/commit/122590599936a2325fafedd09b46639c6e4240e8

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[MichaelClerx]

Perfect! I'm thinking method_hyper_parameters could eventually be a dict rather than an array, but that's a separate issue

[MichaelClerx]

Related, for optimisers:

• https://www.sciencedirect.com/science/article/abs/pii/S156849462030675X
• https://numbbo.github.io/coco/