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Prior Example, closes # 434 #438

Merged
merged 14 commits into from
Aug 7, 2020
Merged

Prior Example, closes # 434 #438

merged 14 commits into from
Aug 7, 2020

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jvanhoefer
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@jvanhoefer jvanhoefer linked an issue Aug 4, 2020 that may be closed by this pull request
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codecov-commenter commented Aug 5, 2020

Codecov Report

Merging #438 into develop will decrease coverage by 0.25%.
The diff coverage is n/a.

Impacted file tree graph

@@             Coverage Diff             @@
##           develop     #438      +/-   ##
===========================================
- Coverage    91.20%   90.94%   -0.26%     
===========================================
  Files           69       69              
  Lines         3955     3955              
===========================================
- Hits          3607     3597      -10     
- Misses         348      358      +10     
Impacted Files Coverage Δ
pypesto/objective/amici_util.py 79.62% <0.00%> (-10.19%) ⬇️
pypesto/objective/amici_calculator.py 92.59% <0.00%> (-1.86%) ⬇️
pypesto/sample/geweke_test.py 94.36% <0.00%> (+2.81%) ⬆️

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Maybe add a word on that when using petab, all of these steps are automatized?

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yannikschaelte and others added 11 commits August 7, 2020 00:47
Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>
Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>
Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>
Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>
Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>
Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>
Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>
Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>
Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>
@jvanhoefer jvanhoefer merged commit 7ac5312 into develop Aug 7, 2020
@jvanhoefer jvanhoefer deleted the feature_prior_example branch September 7, 2020 08:19
jvanhoefer added a commit that referenced this pull request Sep 7, 2020
* Parameters plot, #418 (#425)

* parameters plot, plotting a subset of parameters (#418)
* "Variable used before assignment" fixed for parameters plot (#364)

* Feature autocorrelation - close #251 (#426)

* autocorrelation calculation by sokal

* docs

* notebook using ess

* added ess and ac in result

* created ess calculation

* rename variable

* docs

* fix

* remove print from test

* parameter index in 1d marginal plot

* added type

* added type

* docu

* flake8

* Update pypesto/sample/diagnostics.py

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* docs

* docs

* grammar thingy

* handle in get_data_to_plot in visu

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* fix display for least squares solver (#430)

fix #429

* basic sanity checking for parameter fixing (#420)

* basic sanity checking for parameter fixing

* fixup type checks

* fixup

* fix typehints

* fixup & refactor

* update doc

* fixup

* Fix amici error output, fixes #427 (#428)

* initial fix

* add filter function

* unify error and base initialization of return values

* Profile options (#419)

* change profile indexing to parameter indices instead of boolean indexing

* adapt also approximation and test to new profile api

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* Prior Example, closes # 434 (#438)

* Add notebook prior definition

* fix sphinx

* Update doc/example/prior_definition.ipynb

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* Update doc/example/prior_definition.ipynb

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* Update doc/example/prior_definition.ipynb

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* Update doc/example/prior_definition.ipynb

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* Update doc/example/prior_definition.ipynb

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* Update doc/example/prior_definition.ipynb

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* Update doc/example/prior_definition.ipynb

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* Update doc/example/prior_definition.ipynb

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* Update doc/example/prior_definition.ipynb

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* Improve notebook

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* Fix offset_y and scale_y in waterfal plot (#441)

* Correct offset_y for waterfall plots of result lists

* enforce y_limits which show whole data when plotting result lists, if no explicit user input was given

* fix nans and infs, deal with possibly different number of optiimzation runs in different result objects

* fix 2 typos (#444)

Co-authored-by: Thomas S. Ligon <tom@thomassligon.info>

* Update priors.py (#448)

* Fix optimization with priors (#452)

* Update priors.py

* Update priors.py

* Fix PEtab import (Priors) (#454), closes #447

* bugfix + compliance to current PEtab version in prior import

* resolve review + flake8

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* prepare version 0.2.1

* Update doc/releasenotes.rst

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* Update doc/releasenotes.rst

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* Update doc/releasenotes.rst

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

Co-authored-by: Polina Lakrisenko <p.lakrisenko@gmail.com>
Co-authored-by: Elba Raimúndez Alvarez <elba.raimundez@helmholtz-muenchen.de>
Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>
Co-authored-by: Fabian Fröhlich <fabian@schaluck.com>
Co-authored-by: Paul Stapor <paul.stapor@helmholtz-muenchen.de>
Co-authored-by: Thomas S. Ligon <tom@thomassligon.info>
yannikschaelte added a commit that referenced this pull request Sep 7, 2020
* Parameters plot, #418 (#425)

* parameters plot, plotting a subset of parameters (#418)
* "Variable used before assignment" fixed for parameters plot (#364)

* Feature autocorrelation - close #251 (#426)

* autocorrelation calculation by sokal

* docs

* notebook using ess

* added ess and ac in result

* created ess calculation

* rename variable

* docs

* fix

* remove print from test

* parameter index in 1d marginal plot

* added type

* added type

* docu

* flake8

* Update pypesto/sample/diagnostics.py

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* docs

* docs

* grammar thingy

* handle in get_data_to_plot in visu

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* fix display for least squares solver (#430)

fix #429

* basic sanity checking for parameter fixing (#420)

* basic sanity checking for parameter fixing

* fixup type checks

* fixup

* fix typehints

* fixup & refactor

* update doc

* fixup

* Fix amici error output, fixes #427 (#428)

* initial fix

* add filter function

* unify error and base initialization of return values

* Profile options (#419)

* change profile indexing to parameter indices instead of boolean indexing

* adapt also approximation and test to new profile api

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* Prior Example, closes # 434 (#438)

* Add notebook prior definition

* fix sphinx

* Update doc/example/prior_definition.ipynb

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* Update doc/example/prior_definition.ipynb

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* Update doc/example/prior_definition.ipynb

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* Update doc/example/prior_definition.ipynb

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* Update doc/example/prior_definition.ipynb

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* Update doc/example/prior_definition.ipynb

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* Update doc/example/prior_definition.ipynb

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* Update doc/example/prior_definition.ipynb

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* Update doc/example/prior_definition.ipynb

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* Improve notebook

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* Fix offset_y and scale_y in waterfal plot (#441)

* Correct offset_y for waterfall plots of result lists

* enforce y_limits which show whole data when plotting result lists, if no explicit user input was given

* fix nans and infs, deal with possibly different number of optiimzation runs in different result objects

* fix 2 typos (#444)

Co-authored-by: Thomas S. Ligon <tom@thomassligon.info>

* Update priors.py (#448)

* Fix optimization with priors (#452)

* Update priors.py

* Update priors.py

* Fix PEtab import (Priors) (#454), closes #447

* bugfix + compliance to current PEtab version in prior import

* resolve review + flake8

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* prepare version 0.2.1

* Update doc/releasenotes.rst

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* Update doc/releasenotes.rst

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* Update doc/releasenotes.rst

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

Co-authored-by: Polina Lakrisenko <p.lakrisenko@gmail.com>
Co-authored-by: Elba Raimúndez Alvarez <elba.raimundez@helmholtz-muenchen.de>
Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>
Co-authored-by: Fabian Fröhlich <fabian@schaluck.com>
Co-authored-by: Paul Stapor <paul.stapor@helmholtz-muenchen.de>
Co-authored-by: Thomas S. Ligon <tom@thomassligon.info>

Co-authored-by: Jakob Vanhoefer <38346459+jvanhoefer@users.noreply.github.com>
Co-authored-by: Polina Lakrisenko <p.lakrisenko@gmail.com>
Co-authored-by: Elba Raimúndez Alvarez <elba.raimundez@helmholtz-muenchen.de>
Co-authored-by: Fabian Fröhlich <fabian@schaluck.com>
Co-authored-by: Paul Stapor <paul.stapor@helmholtz-muenchen.de>
Co-authored-by: Thomas S. Ligon <tom@thomassligon.info>
yannikschaelte added a commit that referenced this pull request Oct 5, 2020
* V 021 (#455)

* Parameters plot, #418 (#425)

* parameters plot, plotting a subset of parameters (#418)
* "Variable used before assignment" fixed for parameters plot (#364)

* Feature autocorrelation - close #251 (#426)

* autocorrelation calculation by sokal

* docs

* notebook using ess

* added ess and ac in result

* created ess calculation

* rename variable

* docs

* fix

* remove print from test

* parameter index in 1d marginal plot

* added type

* added type

* docu

* flake8

* Update pypesto/sample/diagnostics.py

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* docs

* docs

* grammar thingy

* handle in get_data_to_plot in visu

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* fix display for least squares solver (#430)

fix #429

* basic sanity checking for parameter fixing (#420)

* basic sanity checking for parameter fixing

* fixup type checks

* fixup

* fix typehints

* fixup & refactor

* update doc

* fixup

* Fix amici error output, fixes #427 (#428)

* initial fix

* add filter function

* unify error and base initialization of return values

* Profile options (#419)

* change profile indexing to parameter indices instead of boolean indexing

* adapt also approximation and test to new profile api

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* Prior Example, closes # 434 (#438)

* Add notebook prior definition

* fix sphinx

* Update doc/example/prior_definition.ipynb

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* Update doc/example/prior_definition.ipynb

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* Update doc/example/prior_definition.ipynb

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* Update doc/example/prior_definition.ipynb

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* Update doc/example/prior_definition.ipynb

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* Update doc/example/prior_definition.ipynb

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* Update doc/example/prior_definition.ipynb

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* Update doc/example/prior_definition.ipynb

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* Update doc/example/prior_definition.ipynb

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* Improve notebook

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* Fix offset_y and scale_y in waterfal plot (#441)

* Correct offset_y for waterfall plots of result lists

* enforce y_limits which show whole data when plotting result lists, if no explicit user input was given

* fix nans and infs, deal with possibly different number of optiimzation runs in different result objects

* fix 2 typos (#444)

Co-authored-by: Thomas S. Ligon <tom@thomassligon.info>

* Update priors.py (#448)

* Fix optimization with priors (#452)

* Update priors.py

* Update priors.py

* Fix PEtab import (Priors) (#454), closes #447

* bugfix + compliance to current PEtab version in prior import

* resolve review + flake8

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* prepare version 0.2.1

* Update doc/releasenotes.rst

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* Update doc/releasenotes.rst

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* Update doc/releasenotes.rst

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

Co-authored-by: Polina Lakrisenko <p.lakrisenko@gmail.com>
Co-authored-by: Elba Raimúndez Alvarez <elba.raimundez@helmholtz-muenchen.de>
Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>
Co-authored-by: Fabian Fröhlich <fabian@schaluck.com>
Co-authored-by: Paul Stapor <paul.stapor@helmholtz-muenchen.de>
Co-authored-by: Thomas S. Ligon <tom@thomassligon.info>

* fix flake8

Co-authored-by: Jakob Vanhoefer <38346459+jvanhoefer@users.noreply.github.com>
Co-authored-by: Polina Lakrisenko <p.lakrisenko@gmail.com>
Co-authored-by: Elba Raimúndez Alvarez <elba.raimundez@helmholtz-muenchen.de>
Co-authored-by: Fabian Fröhlich <fabian@schaluck.com>
Co-authored-by: Paul Stapor <paul.stapor@helmholtz-muenchen.de>
Co-authored-by: Thomas S. Ligon <tom@thomassligon.info>
jvanhoefer added a commit that referenced this pull request Oct 5, 2020
* Parameters plot, #418 (#425)

* parameters plot, plotting a subset of parameters (#418)
* "Variable used before assignment" fixed for parameters plot (#364)

* Feature autocorrelation - close #251 (#426)

* autocorrelation calculation by sokal

* docs

* notebook using ess

* added ess and ac in result

* created ess calculation

* rename variable

* docs

* fix

* remove print from test

* parameter index in 1d marginal plot

* added type

* added type

* docu

* flake8

* Update pypesto/sample/diagnostics.py

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* docs

* docs

* grammar thingy

* handle in get_data_to_plot in visu

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* fix display for least squares solver (#430)

fix #429

* basic sanity checking for parameter fixing (#420)

* basic sanity checking for parameter fixing

* fixup type checks

* fixup

* fix typehints

* fixup & refactor

* update doc

* fixup

* Fix amici error output, fixes #427 (#428)

* initial fix

* add filter function

* unify error and base initialization of return values

* Profile options (#419)

* change profile indexing to parameter indices instead of boolean indexing

* adapt also approximation and test to new profile api

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* Prior Example, closes # 434 (#438)

* Add notebook prior definition

* fix sphinx

* Update doc/example/prior_definition.ipynb

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* Update doc/example/prior_definition.ipynb

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* Update doc/example/prior_definition.ipynb

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* Update doc/example/prior_definition.ipynb

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* Update doc/example/prior_definition.ipynb

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* Update doc/example/prior_definition.ipynb

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* Update doc/example/prior_definition.ipynb

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* Update doc/example/prior_definition.ipynb

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* Update doc/example/prior_definition.ipynb

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* Improve notebook

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* Fix offset_y and scale_y in waterfal plot (#441)

* Correct offset_y for waterfall plots of result lists

* enforce y_limits which show whole data when plotting result lists, if no explicit user input was given

* fix nans and infs, deal with possibly different number of optiimzation runs in different result objects

* fix 2 typos (#444)

Co-authored-by: Thomas S. Ligon <tom@thomassligon.info>

* Update priors.py (#448)

* Fix optimization with priors (#452)

* Update priors.py

* Update priors.py

* Fix PEtab import (Priors) (#454), closes #447

* bugfix + compliance to current PEtab version in prior import

* resolve review + flake8

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* V 021 (#455) (#456)

* Parameters plot, #418 (#425)

* parameters plot, plotting a subset of parameters (#418)
* "Variable used before assignment" fixed for parameters plot (#364)

* Feature autocorrelation - close #251 (#426)

* autocorrelation calculation by sokal

* docs

* notebook using ess

* added ess and ac in result

* created ess calculation

* rename variable

* docs

* fix

* remove print from test

* parameter index in 1d marginal plot

* added type

* added type

* docu

* flake8

* Update pypesto/sample/diagnostics.py

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* docs

* docs

* grammar thingy

* handle in get_data_to_plot in visu

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* fix display for least squares solver (#430)

fix #429

* basic sanity checking for parameter fixing (#420)

* basic sanity checking for parameter fixing

* fixup type checks

* fixup

* fix typehints

* fixup & refactor

* update doc

* fixup

* Fix amici error output, fixes #427 (#428)

* initial fix

* add filter function

* unify error and base initialization of return values

* Profile options (#419)

* change profile indexing to parameter indices instead of boolean indexing

* adapt also approximation and test to new profile api

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* Prior Example, closes # 434 (#438)

* Add notebook prior definition

* fix sphinx

* Update doc/example/prior_definition.ipynb

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* Update doc/example/prior_definition.ipynb

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* Update doc/example/prior_definition.ipynb

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* Update doc/example/prior_definition.ipynb

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* Update doc/example/prior_definition.ipynb

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* Update doc/example/prior_definition.ipynb

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* Update doc/example/prior_definition.ipynb

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* Update doc/example/prior_definition.ipynb

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* Update doc/example/prior_definition.ipynb

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* Improve notebook

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* Fix offset_y and scale_y in waterfal plot (#441)

* Correct offset_y for waterfall plots of result lists

* enforce y_limits which show whole data when plotting result lists, if no explicit user input was given

* fix nans and infs, deal with possibly different number of optiimzation runs in different result objects

* fix 2 typos (#444)

Co-authored-by: Thomas S. Ligon <tom@thomassligon.info>

* Update priors.py (#448)

* Fix optimization with priors (#452)

* Update priors.py

* Update priors.py

* Fix PEtab import (Priors) (#454), closes #447

* bugfix + compliance to current PEtab version in prior import

* resolve review + flake8

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* prepare version 0.2.1

* Update doc/releasenotes.rst

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* Update doc/releasenotes.rst

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* Update doc/releasenotes.rst

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

Co-authored-by: Polina Lakrisenko <p.lakrisenko@gmail.com>
Co-authored-by: Elba Raimúndez Alvarez <elba.raimundez@helmholtz-muenchen.de>
Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>
Co-authored-by: Fabian Fröhlich <fabian@schaluck.com>
Co-authored-by: Paul Stapor <paul.stapor@helmholtz-muenchen.de>
Co-authored-by: Thomas S. Ligon <tom@thomassligon.info>

Co-authored-by: Jakob Vanhoefer <38346459+jvanhoefer@users.noreply.github.com>
Co-authored-by: Polina Lakrisenko <p.lakrisenko@gmail.com>
Co-authored-by: Elba Raimúndez Alvarez <elba.raimundez@helmholtz-muenchen.de>
Co-authored-by: Fabian Fröhlich <fabian@schaluck.com>
Co-authored-by: Paul Stapor <paul.stapor@helmholtz-muenchen.de>
Co-authored-by: Thomas S. Ligon <tom@thomassligon.info>

* Feature cmaes (#457)

* updated python script with not yet finished integration of cma-es optimizer

* updated python script with not yet finished integration of cma-es optimizer

* updated python script with not yet finished integration of cma-es optimizer

* updated python script with not yet finished integration of cma-es optimizer

* updated python script with not yet finished integration of cma-es optimizer

* updated python script with not yet finished integration of cma-es optimizer

* updated python script with not yet finished integration of cma-es optimizer

* updated python script with not yet finished integration of cma-es optimizer

* integration of cma-es optimizer

* updated version

* updated version

* Update setup.py

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* updated version

* updated version

* updated version

* updated version

* updated version

* updated version

* updated version

* updated version

* updated version

* updated version

* updated version

* updated version

* updated version

* updated version

* updated version

* fix flake8

Co-authored-by: Jakob Vanhoefer <38346459+jvanhoefer@users.noreply.github.com>
Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>
Co-authored-by: yannikschaelte <yannik.schaelte@gmail.com>

* Plot convergence summary and update outdated notebook (#446)

* update severely outdated example notebook

* add convergence visualization

* fix nans

* fix flake

* update docstring

* use problem.get_reduced_vector

* fix typehints + docstring

* Update pypesto/visualize/optimizer_convergence.py

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* add to notebook, fix scale, add grad to vis test

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* fix type checks visualization reference points (#460)

* fix for new amici release (#469)

* fix for new amici release

* update amici requirement

* allow longer travis wait time

Co-authored-by: yannikschaelte <yannik.schaelte@gmail.com>

* fix arguments dlib (#466) (closes #465)

* fix arguments ipopt

* update docu minimize fct.

* fix test_sbml_conversion.py

Co-authored-by: Fabian Fröhlich <fabian@schaluck.com>

* numpy based subindexing in amici_util (#462)

* Update amici_util.py

* add return doc

* fixups

* fix test

* fix for non-unique par_opt_slice

* reduce function complexity

* add check for installation ipopt (#470) closes #468

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>
Co-authored-by: Fabian Fröhlich <fabian@schaluck.com>

* check optional requirements amici/petab in PEtab import (#477)

* add maxiter to Dlibs default options fixes #474 (#476)

* add maxiter to Dlibs default options

* Update pypesto/optimize/optimizer.py

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* fix flake8

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* fix y_limits in waterfall plot for list of result objects (#475)

* prepare v022 (#479)

* prepare v022

* fix review suggestions

* Fix merge conflicts (#481)

* V 021 (#455)

* Parameters plot, #418 (#425)

* parameters plot, plotting a subset of parameters (#418)
* "Variable used before assignment" fixed for parameters plot (#364)

* Feature autocorrelation - close #251 (#426)

* autocorrelation calculation by sokal

* docs

* notebook using ess

* added ess and ac in result

* created ess calculation

* rename variable

* docs

* fix

* remove print from test

* parameter index in 1d marginal plot

* added type

* added type

* docu

* flake8

* Update pypesto/sample/diagnostics.py

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* docs

* docs

* grammar thingy

* handle in get_data_to_plot in visu

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* fix display for least squares solver (#430)

fix #429

* basic sanity checking for parameter fixing (#420)

* basic sanity checking for parameter fixing

* fixup type checks

* fixup

* fix typehints

* fixup & refactor

* update doc

* fixup

* Fix amici error output, fixes #427 (#428)

* initial fix

* add filter function

* unify error and base initialization of return values

* Profile options (#419)

* change profile indexing to parameter indices instead of boolean indexing

* adapt also approximation and test to new profile api

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* Prior Example, closes # 434 (#438)

* Add notebook prior definition

* fix sphinx

* Update doc/example/prior_definition.ipynb

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* Update doc/example/prior_definition.ipynb

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* Update doc/example/prior_definition.ipynb

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* Update doc/example/prior_definition.ipynb

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* Update doc/example/prior_definition.ipynb

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* Update doc/example/prior_definition.ipynb

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* Update doc/example/prior_definition.ipynb

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* Update doc/example/prior_definition.ipynb

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* Update doc/example/prior_definition.ipynb

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* Improve notebook

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* Fix offset_y and scale_y in waterfal plot (#441)

* Correct offset_y for waterfall plots of result lists

* enforce y_limits which show whole data when plotting result lists, if no explicit user input was given

* fix nans and infs, deal with possibly different number of optiimzation runs in different result objects

* fix 2 typos (#444)

Co-authored-by: Thomas S. Ligon <tom@thomassligon.info>

* Update priors.py (#448)

* Fix optimization with priors (#452)

* Update priors.py

* Update priors.py

* Fix PEtab import (Priors) (#454), closes #447

* bugfix + compliance to current PEtab version in prior import

* resolve review + flake8

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* prepare version 0.2.1

* Update doc/releasenotes.rst

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* Update doc/releasenotes.rst

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* Update doc/releasenotes.rst

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

Co-authored-by: Polina Lakrisenko <p.lakrisenko@gmail.com>
Co-authored-by: Elba Raimúndez Alvarez <elba.raimundez@helmholtz-muenchen.de>
Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>
Co-authored-by: Fabian Fröhlich <fabian@schaluck.com>
Co-authored-by: Paul Stapor <paul.stapor@helmholtz-muenchen.de>
Co-authored-by: Thomas S. Ligon <tom@thomassligon.info>

* fix flake8

Co-authored-by: Jakob Vanhoefer <38346459+jvanhoefer@users.noreply.github.com>
Co-authored-by: Polina Lakrisenko <p.lakrisenko@gmail.com>
Co-authored-by: Elba Raimúndez Alvarez <elba.raimundez@helmholtz-muenchen.de>
Co-authored-by: Fabian Fröhlich <fabian@schaluck.com>
Co-authored-by: Paul Stapor <paul.stapor@helmholtz-muenchen.de>
Co-authored-by: Thomas S. Ligon <tom@thomassligon.info>

Co-authored-by: Polina Lakrisenko <p.lakrisenko@gmail.com>
Co-authored-by: Elba Raimúndez Alvarez <elba.raimundez@helmholtz-muenchen.de>
Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>
Co-authored-by: Fabian Fröhlich <fabian@schaluck.com>
Co-authored-by: Paul Stapor <paul.stapor@helmholtz-muenchen.de>
Co-authored-by: Thomas S. Ligon <tom@thomassligon.info>
Co-authored-by: PhilippStaedter <42141163+PhilippStaedter@users.noreply.github.com>
Co-authored-by: yannikschaelte <yannik.schaelte@gmail.com>
jvanhoefer added a commit that referenced this pull request Jan 18, 2021
* release v0.2.2 (#480)

* Parameters plot, #418 (#425)

* parameters plot, plotting a subset of parameters (#418)
* "Variable used before assignment" fixed for parameters plot (#364)

* Feature autocorrelation - close #251 (#426)

* autocorrelation calculation by sokal

* docs

* notebook using ess

* added ess and ac in result

* created ess calculation

* rename variable

* docs

* fix

* remove print from test

* parameter index in 1d marginal plot

* added type

* added type

* docu

* flake8

* Update pypesto/sample/diagnostics.py

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* docs

* docs

* grammar thingy

* handle in get_data_to_plot in visu

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* fix display for least squares solver (#430)

fix #429

* basic sanity checking for parameter fixing (#420)

* basic sanity checking for parameter fixing

* fixup type checks

* fixup

* fix typehints

* fixup & refactor

* update doc

* fixup

* Fix amici error output, fixes #427 (#428)

* initial fix

* add filter function

* unify error and base initialization of return values

* Profile options (#419)

* change profile indexing to parameter indices instead of boolean indexing

* adapt also approximation and test to new profile api

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* Prior Example, closes # 434 (#438)

* Add notebook prior definition

* fix sphinx

* Update doc/example/prior_definition.ipynb

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* Update doc/example/prior_definition.ipynb

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* Update doc/example/prior_definition.ipynb

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* Update doc/example/prior_definition.ipynb

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* Update doc/example/prior_definition.ipynb

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* Update doc/example/prior_definition.ipynb

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* Update doc/example/prior_definition.ipynb

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* Update doc/example/prior_definition.ipynb

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* Update doc/example/prior_definition.ipynb

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* Improve notebook

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* Fix offset_y and scale_y in waterfal plot (#441)

* Correct offset_y for waterfall plots of result lists

* enforce y_limits which show whole data when plotting result lists, if no explicit user input was given

* fix nans and infs, deal with possibly different number of optiimzation runs in different result objects

* fix 2 typos (#444)

Co-authored-by: Thomas S. Ligon <tom@thomassligon.info>

* Update priors.py (#448)

* Fix optimization with priors (#452)

* Update priors.py

* Update priors.py

* Fix PEtab import (Priors) (#454), closes #447

* bugfix + compliance to current PEtab version in prior import

* resolve review + flake8

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* V 021 (#455) (#456)

* Parameters plot, #418 (#425)

* parameters plot, plotting a subset of parameters (#418)
* "Variable used before assignment" fixed for parameters plot (#364)

* Feature autocorrelation - close #251 (#426)

* autocorrelation calculation by sokal

* docs

* notebook using ess

* added ess and ac in result

* created ess calculation

* rename variable

* docs

* fix

* remove print from test

* parameter index in 1d marginal plot

* added type

* added type

* docu

* flake8

* Update pypesto/sample/diagnostics.py

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* docs

* docs

* grammar thingy

* handle in get_data_to_plot in visu

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* fix display for least squares solver (#430)

fix #429

* basic sanity checking for parameter fixing (#420)

* basic sanity checking for parameter fixing

* fixup type checks

* fixup

* fix typehints

* fixup & refactor

* update doc

* fixup

* Fix amici error output, fixes #427 (#428)

* initial fix

* add filter function

* unify error and base initialization of return values

* Profile options (#419)

* change profile indexing to parameter indices instead of boolean indexing

* adapt also approximation and test to new profile api

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* Prior Example, closes # 434 (#438)

* Add notebook prior definition

* fix sphinx

* Update doc/example/prior_definition.ipynb

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* Update doc/example/prior_definition.ipynb

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* Update doc/example/prior_definition.ipynb

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* Update doc/example/prior_definition.ipynb

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* Update doc/example/prior_definition.ipynb

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* Update doc/example/prior_definition.ipynb

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* Update doc/example/prior_definition.ipynb

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* Update doc/example/prior_definition.ipynb

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* Update doc/example/prior_definition.ipynb

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* Improve notebook

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* Fix offset_y and scale_y in waterfal plot (#441)

* Correct offset_y for waterfall plots of result lists

* enforce y_limits which show whole data when plotting result lists, if no explicit user input was given

* fix nans and infs, deal with possibly different number of optiimzation runs in different result objects

* fix 2 typos (#444)

Co-authored-by: Thomas S. Ligon <tom@thomassligon.info>

* Update priors.py (#448)

* Fix optimization with priors (#452)

* Update priors.py

* Update priors.py

* Fix PEtab import (Priors) (#454), closes #447

* bugfix + compliance to current PEtab version in prior import

* resolve review + flake8

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* prepare version 0.2.1

* Update doc/releasenotes.rst

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* Update doc/releasenotes.rst

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* Update doc/releasenotes.rst

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

Co-authored-by: Polina Lakrisenko <p.lakrisenko@gmail.com>
Co-authored-by: Elba Raimúndez Alvarez <elba.raimundez@helmholtz-muenchen.de>
Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>
Co-authored-by: Fabian Fröhlich <fabian@schaluck.com>
Co-authored-by: Paul Stapor <paul.stapor@helmholtz-muenchen.de>
Co-authored-by: Thomas S. Ligon <tom@thomassligon.info>

Co-authored-by: Jakob Vanhoefer <38346459+jvanhoefer@users.noreply.github.com>
Co-authored-by: Polina Lakrisenko <p.lakrisenko@gmail.com>
Co-authored-by: Elba Raimúndez Alvarez <elba.raimundez@helmholtz-muenchen.de>
Co-authored-by: Fabian Fröhlich <fabian@schaluck.com>
Co-authored-by: Paul Stapor <paul.stapor@helmholtz-muenchen.de>
Co-authored-by: Thomas S. Ligon <tom@thomassligon.info>

* Feature cmaes (#457)

* updated python script with not yet finished integration of cma-es optimizer

* updated python script with not yet finished integration of cma-es optimizer

* updated python script with not yet finished integration of cma-es optimizer

* updated python script with not yet finished integration of cma-es optimizer

* updated python script with not yet finished integration of cma-es optimizer

* updated python script with not yet finished integration of cma-es optimizer

* updated python script with not yet finished integration of cma-es optimizer

* updated python script with not yet finished integration of cma-es optimizer

* integration of cma-es optimizer

* updated version

* updated version

* Update setup.py

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* updated version

* updated version

* updated version

* updated version

* updated version

* updated version

* updated version

* updated version

* updated version

* updated version

* updated version

* updated version

* updated version

* updated version

* updated version

* fix flake8

Co-authored-by: Jakob Vanhoefer <38346459+jvanhoefer@users.noreply.github.com>
Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>
Co-authored-by: yannikschaelte <yannik.schaelte@gmail.com>

* Plot convergence summary and update outdated notebook (#446)

* update severely outdated example notebook

* add convergence visualization

* fix nans

* fix flake

* update docstring

* use problem.get_reduced_vector

* fix typehints + docstring

* Update pypesto/visualize/optimizer_convergence.py

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* add to notebook, fix scale, add grad to vis test

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* fix type checks visualization reference points (#460)

* fix for new amici release (#469)

* fix for new amici release

* update amici requirement

* allow longer travis wait time

Co-authored-by: yannikschaelte <yannik.schaelte@gmail.com>

* fix arguments dlib (#466) (closes #465)

* fix arguments ipopt

* update docu minimize fct.

* fix test_sbml_conversion.py

Co-authored-by: Fabian Fröhlich <fabian@schaluck.com>

* numpy based subindexing in amici_util (#462)

* Update amici_util.py

* add return doc

* fixups

* fix test

* fix for non-unique par_opt_slice

* reduce function complexity

* add check for installation ipopt (#470) closes #468

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>
Co-authored-by: Fabian Fröhlich <fabian@schaluck.com>

* check optional requirements amici/petab in PEtab import (#477)

* add maxiter to Dlibs default options fixes #474 (#476)

* add maxiter to Dlibs default options

* Update pypesto/optimize/optimizer.py

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* fix flake8

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* fix y_limits in waterfall plot for list of result objects (#475)

* prepare v022 (#479)

* prepare v022

* fix review suggestions

* Fix merge conflicts (#481)

* V 021 (#455)

* Parameters plot, #418 (#425)

* parameters plot, plotting a subset of parameters (#418)
* "Variable used before assignment" fixed for parameters plot (#364)

* Feature autocorrelation - close #251 (#426)

* autocorrelation calculation by sokal

* docs

* notebook using ess

* added ess and ac in result

* created ess calculation

* rename variable

* docs

* fix

* remove print from test

* parameter index in 1d marginal plot

* added type

* added type

* docu

* flake8

* Update pypesto/sample/diagnostics.py

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* docs

* docs

* grammar thingy

* handle in get_data_to_plot in visu

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* fix display for least squares solver (#430)

fix #429

* basic sanity checking for parameter fixing (#420)

* basic sanity checking for parameter fixing

* fixup type checks

* fixup

* fix typehints

* fixup & refactor

* update doc

* fixup

* Fix amici error output, fixes #427 (#428)

* initial fix

* add filter function

* unify error and base initialization of return values

* Profile options (#419)

* change profile indexing to parameter indices instead of boolean indexing

* adapt also approximation and test to new profile api

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* Prior Example, closes # 434 (#438)

* Add notebook prior definition

* fix sphinx

* Update doc/example/prior_definition.ipynb

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* Update doc/example/prior_definition.ipynb

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* Update doc/example/prior_definition.ipynb

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* Update doc/example/prior_definition.ipynb

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* Update doc/example/prior_definition.ipynb

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* Update doc/example/prior_definition.ipynb

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* Update doc/example/prior_definition.ipynb

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* Update doc/example/prior_definition.ipynb

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* Update doc/example/prior_definition.ipynb

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* Improve notebook

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* Fix offset_y and scale_y in waterfal plot (#441)

* Correct offset_y for waterfall plots of result lists

* enforce y_limits which show whole data when plotting result lists, if no explicit user input was given

* fix nans and infs, deal with possibly different number of optiimzation runs in different result objects

* fix 2 typos (#444)

Co-authored-by: Thomas S. Ligon <tom@thomassligon.info>

* Update priors.py (#448)

* Fix optimization with priors (#452)

* Update priors.py

* Update priors.py

* Fix PEtab import (Priors) (#454), closes #447

* bugfix + compliance to current PEtab version in prior import

* resolve review + flake8

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* prepare version 0.2.1

* Update doc/releasenotes.rst

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* Update doc/releasenotes.rst

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

* Update doc/releasenotes.rst

Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>

Co-authored-by: Polina Lakrisenko <p.lakrisenko@gmail.com>
Co-authored-by: Elba Raimúndez Alvarez <elba.raimundez@helmholtz-muenchen.de>
Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>
Co-authored-by: Fabian Fröhlich <fabian@schaluck.com>
Co-authored-by: Paul Stapor <paul.stapor@helmholtz-muenchen.de>
Co-authored-by: Thomas S. Ligon <tom@thomassligon.info>

* fix flake8

Co-authored-by: Jakob Vanhoefer <38346459+jvanhoefer@users.noreply.github.com>
Co-authored-by: Polina Lakrisenko <p.lakrisenko@gmail.com>
Co-authored-by: Elba Raimúndez Alvarez <elba.raimundez@helmholtz-muenchen.de>
Co-authored-by: Fabian Fröhlich <fabian@schaluck.com>
Co-authored-by: Paul Stapor <paul.stapor@helmholtz-muenchen.de>
Co-authored-by: Thomas S. Ligon <tom@thomassligon.info>

Co-authored-by: Polina Lakrisenko <p.lakrisenko@gmail.com>
Co-authored-by: Elba Raimúndez Alvarez <elba.raimundez@helmholtz-muenchen.de>
Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>
Co-authored-by: Fabian Fröhlich <fabian@schaluck.com>
Co-authored-by: Paul Stapor <paul.stapor@helmholtz-muenchen.de>
Co-authored-by: Thomas S. Ligon <tom@thomassligon.info>
Co-authored-by: PhilippStaedter <42141163+PhilippStaedter@users.noreply.github.com>
Co-authored-by: yannikschaelte <yannik.schaelte@gmail.com>

* fix dublicate

* rerun github actions

Co-authored-by: Polina Lakrisenko <p.lakrisenko@gmail.com>
Co-authored-by: Elba Raimúndez Alvarez <elba.raimundez@helmholtz-muenchen.de>
Co-authored-by: Yannik Schälte <31767307+yannikschaelte@users.noreply.github.com>
Co-authored-by: Fabian Fröhlich <fabian@schaluck.com>
Co-authored-by: Paul Stapor <paul.stapor@helmholtz-muenchen.de>
Co-authored-by: Thomas S. Ligon <tom@thomassligon.info>
Co-authored-by: PhilippStaedter <42141163+PhilippStaedter@users.noreply.github.com>
Co-authored-by: yannikschaelte <yannik.schaelte@gmail.com>
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Notebook demonstrating prior definition
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