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54 multiplier models#66

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Commits on Nov 5, 2022

• Create multiplier_model.py

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• Update multiplier_model.py

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• Update logistic_regression.ipynb

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Commits on Nov 6, 2022

• Create test_multiplier_model.py

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• Update Multiplier Model to inherit from multipliers

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Commits on Nov 7, 2022

• Update multipliers.py

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• Update __init__.py

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• Update __init__.py

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• Update lagrangian_model.py

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• Update multiplier_model.py

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• Update multipliers.py

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• Create test_lagrangian_model.py

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• Update test_multiplier_model.py

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• Update test_lagrangian_model.py

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Commits on Nov 8, 2022

• MM and Lagrangian Model work and pass tests

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Commits on Nov 9, 2022

• Correction - Add again proxy constraints to model formulation

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• Add proxy constraints to toy problem

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• Fix test_lagrangian_model test and tol from convergence test

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• Fixed convergence tolerance

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• Refactor to integrate large toy problem in buil tests

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Commits on Nov 10, 2022

• Add flip gradients to formulations

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• Add missing argument

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• Optimizer pending changes

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• Pending todo

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• Experiment to compare model form with regular form

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• Ignore wandb logs

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• Extend build_test_problem to encompass model form

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• Rewrite tests for current multiplier model object

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Commits on Nov 11, 2022

• New experiment setting

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Commits on Nov 12, 2022

• Change in third constraint and constraint features

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• Black formatting

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Commits on Nov 13, 2022

• Update model_form_vs_lag_form.py

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Commits on Nov 14, 2022

• Add mock model fomulation

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Commits on Dec 7, 2022

• Fix by black and isort

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• Merge remote-tracking branch 'upstream/dev' into dev

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• Merge branch 'dev' into 54-multiplier-models

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• Remove MockLagrangianModelFormulation

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• Black

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• Remove wandb from gitignore

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• Add comment about accessing gradients of module

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• Comment to change grad function name.

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Commits on Dec 9, 2022

• Add missing documentation

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• Correct documentation

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Commits on Feb 3, 2023

• Modify flip gradients, add flag to multiplier projection

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• Fix circular import and add typehint to grad func

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• Removed unnecessary TODO

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• Simplify object for test

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• Remove comments on alterntive implementation

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• Make test more simple

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• Formatting

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Commits on Feb 10, 2023

• Change todo to git username

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• Add CMPModelState, fix state, state_dict, load_state_dict, and flip_dual_gradients

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• Fix and add TODOs

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• Add RuntimeError to unused methods

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• Add git username to TODO

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• Add git username to TODO

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• Add CMPModelState to convergence test

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• Black fromatting

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• Pending fix on circular import and correct type hint

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Commits on Feb 11, 2023

• Properly implement exhaustive tests with fixtures and parameters

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• Updated type hints with CMPModelState

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