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[WIP] plot state trajectories#26

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Robbybp wants to merge 44 commits intomainRobbybp/surrogate-vs-implicit:mainfrom plot-stateRobbybp/surrogate-vs-implicit:plot-stateCopy head branch name to clipboard

+2,451-29

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Commits on Apr 18, 2024

• add callback that computes condition number of the jacobian

  Robbybp

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Commits on Apr 22, 2024

• add option to compute surrogate errors

  Robbybp

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• function to get gradient of lagrangian in cyipopt

  Robbybp

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• initial draft of surrogate error plotting function

  Robbybp

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• add initialize option to reactor model

  Robbybp

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• option to compute surrogate error in NN sweep

  Robbybp

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• add --opaque option

  Robbybp

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Commits on Apr 27, 2024

• plot condition numbers for each formulation

  

  Sergio Ivan Bugosen Tannous

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• added iterations arg for get_optimization_solver

  

  Sergio Ivan Bugosen Tannous

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Commits on Apr 28, 2024

• improve surrogate error plots

  Robbybp

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Commits on Apr 29, 2024

• plot tweaks

  Robbybp

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• code to get a condition number grid

  

  Sergio Ivan Bugosen Tannous

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• Merge branch 'test-conditioning' of https://github.com/Robbybp/surrogate-vs-implicit into test-conditioning

  

  Sergio Ivan Bugosen Tannous

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Commits on May 1, 2024

• script to see what block is having the largest increase in condition number

  

  Sergio Ivan Bugosen Tannous

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• script to identify what variables are causing ill-conditioning

  

  Sergio Ivan Bugosen Tannous

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Commits on May 3, 2024

• delete this file with a lot of repeated code

  

  Sergio Ivan Bugosen Tannous

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• add condition number calculation option

  

  Sergio Ivan Bugosen Tannous

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Commits on May 5, 2024

• remove whitespace and change condition number arg to --calc-condition-number for consistency

  Robbybp

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• append -condition suffix to filename

  Robbybp

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• DF_KEYS, removed Condition Number calc when errors found

  

  Sergio Ivan Bugosen Tannous

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• plot condition number vs iteration for successful and unsuccessful instances

  

  Sergio Ivan Bugosen Tannous

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• get block causing jump in condition number

  

  Sergio Ivan Bugosen Tannous

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• delete outdated file

  

  Sergio Ivan Bugosen Tannous

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Commits on May 7, 2024

• code can handle lists of blocks, added arguments

  

  Sergio Ivan Bugosen Tannous

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Commits on Jun 12, 2024

• script to generate iterate data from a solve

  Robbybp

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Commits on Jun 13, 2024

• add consistent-call-signature constructors to config to support scripts that take a --model argument

  Robbybp

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• use config.get_optimization_solver in fullspace flowsheet __main__

  Robbybp

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• get surrogate from results_dir rather than data_dir

  Robbybp

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• ipopt callback to get full state of system and condition numbers; option to include condition numbers in iterate data

  Robbybp

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• move keys onto new lines

  Robbybp

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• check for idaes < 2.5 before adding inert components to to_exclude

  Robbybp

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• use --tune flag in makefile

  Robbybp

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• print info for nn every time we save a new best

  Robbybp

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• print variables and constraints of reactor model

  Robbybp

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• remove parity plot pdfs; these can be re-constructed

  Robbybp

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• more plotting scripts

  Robbybp

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• script to plot condition numbers of diagonal blocks

  Robbybp

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Commits on Jan 8, 2025

• constructor for nn-reduced

  Robbybp

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• use 13 arg callback everywhere

  Robbybp

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• add nn-reduced to --help

  Robbybp

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• script to plot states

  Robbybp

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Commits on Jan 10, 2025

• compute reduced hessian

  Robbybp

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• nlp functions

  Robbybp

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Commits on Jan 11, 2025

• save reduced hessian and plot contours

  Robbybp

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