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[Bug]: Inconsistencies in transformations #473

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@NicolaCourtier

Description

Python Version

3.10

Describe the bug

There are some inconsistencies in how the transformations are applied which mean that I received an error during the initialisation of an optimisation problem when employing the LogTransformation.

Steps to reproduce the behaviour

Setting up a PINTS optimiser with a LogTransformation and bounds on one or more of the parameters.

Relevant log output

ValueError: Initial position must lie within given boundaries.

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