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Feature/nl formulation#29

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jlalbers wants to merge 49 commits intodwave-examples:maindwave-examples/employee-scheduling:mainfrom jlalbers:feature/nl-formulationjlalbers/employee-scheduling:feature/nl-formulationCopy head branch name to clipboard

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Commits on Jul 4, 2024

• add nl formulation function stubs

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  88ebe91

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Commits on Jul 5, 2024

• move multiprocess import to top of file

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Commits on Sep 6, 2024

• Functional nl formulation

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Commits on Sep 11, 2024

• Move sampling to __main__

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Commits on Sep 13, 2024

• add build_nl() function

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• require dwave-optimization 0.3.0 for scalar broadcasting

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• add nl model validation function to utils.py

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• refactor msgs to module constant

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  680f8bb

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• add ModelParams dataclass

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• refactor build_nl to use ModelParams

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• move ModelParams to utils

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• update validation functions to use ModelParams

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  aff21f3

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• remove unused import

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• add time limit heuristic for run_nl

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Commits on Sep 17, 2024

• update manager constraint to equality instead of geq

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  db02c64

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• add build_schedule_from_state function

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  ec1839b

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• fix FutureWarning in build_random_sched function

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  caed39d

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• change parameter from BinaryVariable to state ndarray

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• add unit tests for NL formulation

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• add solver options to app_configs.py

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• add solver selection dropdown to control card

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• fix max_consecutive_shifts constraint in cqm formulation so that the actual constraint value can be passed directly from app.py

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Commits on Sep 18, 2024

• fix Solver dropdown value initialization

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• add NL solver to run_optimization callback

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• fix error message string

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• add .venv to gitignore

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  bba4021

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• delete nl_formulation.py development file

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  d1f4bb6

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• fix shift label bug with NL error msgs

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  8d47156

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• remove time limit heuristic

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  3a19e58

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• create SolverType enum

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• remove SOLVERS option from app_configs

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• add dropdown function to app_html

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  8950790

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• refactor solver dropdown to use dropdown function

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  79b8610

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• refactor presets dropdown to use dropdown function

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  cb3e2e3

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• change SolverType.NL label

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• use SolverType in app.py

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  4178948

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• fix typo in utils.py

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  40a571e

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• remove print debug statement in employee_scheduling.py

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  k8culver

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• refactor key/value assignments out of loop in utils.py

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  k8culver

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  2d1893a

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• use MSGS global variable direclty in run_cqm

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  0f5edb6

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• fix bug accessing SolverType.label

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  6475aa2

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• refactor consecutive shift arrays to variable

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Commits on Sep 20, 2024

• change '==' comparison to 'is' for readability in app.py

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  k8culver

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  a5c2146

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• Update employee_scheduling.py

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  arcondello

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  623d033

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• edit implementation of ModelParams and nl validation functions

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  2eb1a79

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• refactor functions to use individual parameters instead of ModelParams

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  5af20b6

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• unpack params into function arguments

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  7536567

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• add comment to clarify changing of assignment value from 2 to 100 in build_nl

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• update tests to use asdict with ModelParams

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