Processoptimizer

Changes

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Bugfixes

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Changes

- Updated package requirements for Brownie Bee user interface.
- Examples reworked.
- opt.estimate() implemented - Works in non-transformed space and on all objectives.

Bugfixes

- Fix that categorical dimensions with more than two levels induces error when used
together with SumEqual constraint.
- Fix that Bokeh has changed naming convention related to sizes of circles in their
plots from "size" to "radius".

Changes

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Bugfixes

- Fix dependency on deprecated Matrix from scipy in favour of a numpy solution
- Ensure prober warning/Errors when users try to combine constraints with operations that
doesn't support constraints.

Changes

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Bugfixes

- Fix install bug that precluded installation of 0.9.2

Changes

- Update ipynb file showing example of color_pH modelsystem. (Very minor)

Bugfixes

- Fixed a bug in `expected_minimum` where SumEquals constraint values were not rescaled
correctly during normalization.

Changes

- Added colorpH as ModelSystem
- Exposed Integer, Real, Categorical and ModelSystem as direct imports of ProcessOptimizer.

Bugfixes

- Changed the result object to store information about constraints (when present).
- Updated `expected_minimum` to make sure that the returned result location respects
SumEquals constraints if these were used during the optimization.