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Notebook on differences #1098

Merged
merged 12 commits into from
Sep 1, 2023
Merged

Notebook on differences #1098

merged 12 commits into from
Sep 1, 2023

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PaulJonasJost
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Highlight, how pyPESTO helps in the different steps of parameter estimation workflows.

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codecov-commenter commented Jul 18, 2023

Codecov Report

Merging #1098 (346c416) into develop (160c2a8) will decrease coverage by 3.69%.
Report is 370 commits behind head on develop.
The diff coverage is 88.14%.

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@@             Coverage Diff             @@
##           develop    #1098      +/-   ##
===========================================
- Coverage    88.16%   84.48%   -3.69%     
===========================================
  Files           79      148      +69     
  Lines         5257    11626    +6369     
===========================================
+ Hits          4635     9822    +5187     
- Misses         622     1804    +1182     
Files Changed Coverage Δ
pypesto/engine/mpi_pool.py 0.00% <0.00%> (ø)
pypesto/objective/amici/__init__.py 100.00% <ø> (ø)
pypesto/objective/amici/amici.py 85.15% <ø> (ø)
pypesto/objective/amici/amici_calculator.py 86.36% <ø> (ø)
pypesto/objective/amici/amici_util.py 81.53% <ø> (ø)
pypesto/objective/base.py 87.62% <ø> (-0.10%) ⬇️
pypesto/objective/finite_difference.py 94.16% <ø> (ø)
pypesto/objective/function.py 94.91% <ø> (+19.91%) ⬆️
pypesto/objective/jax/__init__.py 100.00% <ø> (ø)
pypesto/objective/jax/base.py 91.56% <ø> (ø)
... and 138 more

@yannikschaelte yannikschaelte marked this pull request as ready for review August 23, 2023 14:22
@yannikschaelte yannikschaelte requested a review from a team as a code owner August 23, 2023 14:22
@PaulJonasJost PaulJonasJost merged commit 30fc11b into develop Sep 1, 2023
18 checks passed
@PaulJonasJost PaulJonasJost deleted the notebook_pypestoadvantages branch September 1, 2023 08:10
@PaulJonasJost PaulJonasJost mentioned this pull request Oct 2, 2023
PaulJonasJost added a commit that referenced this pull request Oct 2, 2023
* Use cloudpickle for pickling dynesty sampler (#1094)

Cloudpickle handles ABC-derived classes properly, whereas the latest dill version on pypi (0.3.6) does not.

Cloudpickle is already installed with pypesto, so there seems to be no need to get dill on top.

* Restrict fval magnitude in waterfall with order_by_id (#1090)

* restrict waterfall with order_by_id to fvals < 1e100
* add constant for parameters/waterfall plot maximum value

* Add startpoint_method to Problem (#1093)

It's not intuitive that `x_guesses` is part of `Problem`, but `startpoint_method`s are handled separately. See also discussion in #1017.

This patch
* adds `startpoint_method` to `Problem`
* during PEtab import, sets `Problem.startpoint_method` based on the PEtab problem
* deprecates `startpoint_method` arguments where also `Problem` is passed

Closes #1035

* Small initialize fix (#1095)

Censoring bounds should not be reinitialized when calculators are reinitialized.

* Added Falco et al to bib. (#1100)

* fix storage (#1099)

* Hierarchical parameter plot fix (#1106)

* Fix parameter plot

If, in any case (because some inner optimization failed, simulation failed, or some other reason) and there is a`optimize_result`dictionary in `result.optmize_result.list` which doesn't contain the `INNER_PARAMETERS` key and its item, the parameter plot would fail at line 381.

This is a fix to make it robust to this. If any of the `optimize_result` objects has a `INNER_PARAMETER` key, then the other ones will be filled with NaN values, and plotted.

* Dilan review change

Co-authored-by: Dilan Pathirana <[email protected]>

* Update pypesto/visualize/parameters.py

Co-authored-by: Daniel Weindl <[email protected]>

* Add comments

* Add comment

Testing the quality check

* Fix quality check error

---------

Co-authored-by: Dilan Pathirana <[email protected]>
Co-authored-by: Daniel Weindl <[email protected]>

* Fix startpoint sampling for hierarchical optimization (#1105)

* Fix startpoint sampling for hierarchical optimization

See #1096

* fixed pars

* fixup

---------

Co-authored-by: Doresic <[email protected]>

* PetabJL integration (#1089)

* SingleCore engine works, multicore has problems with pickling even though manual pickling works

* intermediate commit

* Working tests.

* small changes needs verification

* created base test to check for integration into python.

* Added julia module file for test

* Added test for objective function evaluation

* Added values for evaluation

* Added installation of packages to Workflow.

* Readded the Julia files that for some reason were deleted.

* Removed PetabJL from default pypesto.petab import

* Temporariy added amici as dependency. Needs to be taken care of appropriately.

* Moved Importer to objective/julia

* Deactivated precompilation in test

* Integrated suggestions

* add comments

* add sundials to ci

---------

Co-authored-by: Yannik Schälte <[email protected]>

* Fix #1108 (#1109)

* enable setting the y limits of a waterfall plot by using the y_limits argument
* use default y limits for zoomed in starts
* fix #1108

Co-authored-by: Paul Jonas Jost <[email protected]>

* SacessOptimizer: retry reading, delay deleting (#1110)


* delete temporary files only after *all* were read successfully
* retry reading temp file upon error to work around potential filesystem latency issues

* SacessOptimizer: Fix logging with multiprocessing (#1112)

* SacessOptimizer: Fix logging with multiprocessing

* Fix: `ValueError: setting an array element with a sequence.`

* Other platform tests (#1113)

* blind attempt mac

* brew installs

* try python 3.11 numba

* try windows

* fix cache

* stuff

* stuff

* stuff

* stuff

* minimal test

* add basic workflow test

* Update .github/workflows/ci.yml

Co-authored-by: Daniel Weindl <[email protected]>

* close figures

---------

Co-authored-by: Daniel Weindl <[email protected]>

* SacessOptimizer: tmpdir option (#1115)

SacessOptimizer:
* Add option to pass a custom directory for temporary files
* Make the default temporary file paths unique, to avoid name collisions when running multiple SacessOptimizer instances from within the same working directory

* Notebook on differences (#1098)

* Notebook on differences

* simplify some parts; add some more details and visualizations

* minor edit

* add workflow comparison to docs

* integrated suggestions

* integrated suggestions 2

* fixup

* removed personal info.
changed nlop objective appropriatly

---------

Co-authored-by: Yannik Schälte <[email protected]>
Co-authored-by: Yannik Schaelte <[email protected]>

* Documentation fixes (#1120)

* document hierarchical optimization sources; add aesara+jax to objective docs

* document origin of the mh + pt samplers

* fix typo

* fix typo

* Update pypesto/sample/parallel_tempering.py

Typo

* streamline doc deps

* update setup req versions

* try cyipopt fix

* test

* tesT

* test

* fix test_visualize::test_optimization_scatter_with_x_None

* test

* fixup

---------

Co-authored-by: Paul Jonas Jost <[email protected]>

* update changelog+version

* Changed Codeowners and contact to accomodate changes in personell (#1123)

* Updated version and Changelog (#1122)

* Updated version and Changelog

* Updated Changelog

* Update CHANGELOG.rst

---------

Co-authored-by: Daniel Weindl <[email protected]>
Co-authored-by: Maren Philipps <[email protected]>
Co-authored-by: Doresic <[email protected]>
Co-authored-by: Polina Lakrisenko <[email protected]>
Co-authored-by: Dilan Pathirana <[email protected]>
Co-authored-by: Yannik Schälte <[email protected]>
Co-authored-by: Yannik Schaelte <[email protected]>
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3 participants