Fix shocks in simulated data

[amageh]

This PR fixes a bug in simulate which only adds untransformed shocks to df. Changes listed below:

Todo

• [x] Make respy compatibale with newer chaospy versions (conda installations for chaospy only go to 3.3.8 which means newer versions need to be installed via pip, as a workaround I suggest requiring chaospy to be installed manually as it is only used with the sobol and halton sequence and therefore not of central relevance to respy).
• [x] Fix broken link to OSE logo in documentation.
• [x] Bump respy version.
• [x] Fix bug in shocks in simulate.py + add test.
• [x] Fix some bugs in msm interface.
• [x] Review whether the documentation needs to be updated.
• [x] Document PR in release_notes.rst.

[codecov[bot]]

Codecov Report

Merging #414 (7b3b560) into main (9a009af) will decrease coverage by 0.00%. The diff coverage is 84.37%.

:exclamation: Current head 7b3b560 differs from pull request most recent head 4b5a83e. Consider uploading reports for the commit 4b5a83e to get more accurate results

@@            Coverage Diff             @@
##             main     #414      +/-   ##
==========================================
- Coverage   87.48%   87.47%   -0.01%     
==========================================
  Files          50       50              
  Lines        3636     3658      +22     
==========================================
+ Hits         3181     3200      +19     
- Misses        455      458       +3     

Flag	Coverage Δ
end_to_end	74.02% <59.37%> (-0.15%)	:arrow_down:
integration	63.80% <40.62%> (-0.28%)	:arrow_down:
unit	72.47% <78.12%> (+0.11%)	:arrow_up:

Flags with carried forward coverage won't be shown. Click here to find out more.

Impacted Files	Coverage Δ
respy/method_of_simulated_moments.py	82.30% <33.33%> (-1.49%)	:arrow_down:
respy/config.py	92.30% <60.00%> (-7.70%)	:arrow_down:
respy/shared.py	84.03% <88.88%> (+0.55%)	:arrow_up:
docs/conf.py	100.00% <100.00%> (ø)
respy/__init__.py	93.33% <100.00%> (ø)
respy/simulate.py	95.72% <100.00%> (+0.01%)	:arrow_up:
respy/tests/test_simulate.py	100.00% <100.00%> (ø)
respy/tests/test_solve.py	99.55% <100.00%> (+<0.01%)	:arrow_up:

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