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Continuous inter-point constraints#345

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AVHopp wants to merge 47 commits intomainemdgroup/baybe:mainfrom feature/interpoint_constraintsemdgroup/baybe:feature/interpoint_constraintsCopy head branch name to clipboard

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Commits on Jan 14, 2025

• Introduce class for continuous interpoint constraints

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• Add interpoint constraints to search space

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• Adjust sampling for interpoint constraints

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• Use interpoint constraints in BotorchRecommender

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• Include interpoint constraints in example

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• Include interpoint constraints in tests

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• Simplify definition of inter-point constraints

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• Update CHANGELOG

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• Raise error when using interpoint constraints in hybrid spaces

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• Replace inter-point by interpoint

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• Remove duplication of nonlin_constraint_list

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• Rephrase docstrings of properties

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• Add alias for is_interpoint field

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• Improve description of is_interpoint field

  

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• Remove default for batch_size in to_botorch

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• Remove batch_size parametrization for interpoint tests

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• Create separate interpoint example

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• Add section about interpoint constraints to userguide

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• Add <= interpoint constraint test

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• Use coefficients and rhs from to_botorch call

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• Unify _sample_from_polytope methods

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• Add explicit assert for mypy

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• Include motivation for interpoint constraints

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• Add comment on relevant constraint to example

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• Add TOLERANCE to interpoint tests

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• Fix test mixing normal and interpoint constraint

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• Prevent using interpoint and cardinality constraints together

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• Add test for using interpoint and cardinality constraints

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• Add admonition on mixing interpoint and cardinality constraints

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• Validate interpoint and cardinality constraints in general call

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• Adjust outdated comment

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• Base num_of_params on comp_rep instead of parameters

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• Fix capitalization of headings

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• Fix incorrect validation

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• Use fixtures in cardnality and interpoint test

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• Fix incorrect validation

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• Fix example

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• Add atol to test

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• Use pandas chaining more consistently

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• Improve code snippet in user guide

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• Update hypothesis strategy for continuous linear inequalities

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• Fix example after rebase

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• Fix typo in constraint definition

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• Replace assert on batch_size by RuntimeError

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• Change name of parameter in userguide

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• Add comment to remind us of interpoint handling in hypothesis test

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• Use pandas chaining more consistently

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