43 improvement of sensitivity analysis

[HvanderStok]

Closes #43. The new options and changes are showcased in the new example e3_verbose_sensitivity_analysis.py .

[HvanderStok]

I now also added a time-dependent sensitivity analysis.

[FWuellhorst]

Additional todos to have everything ready for 1.0:

• [x] re-create pylintrc file (copy from ebcpy and make adjustments based on current settings). This leads to warnings in pylint.
• [x] Update the links in the Readme to github-pages as in ebcpy
• [x] Fix pylint issues (https://rwth-ebc.github.io/AixCaliBuHA/43-Improvement-of-sensitivity-analysis/pylint/pylint.html) for files:
• examples/e3_verbos_dymola_sensitivity_analysis_example.py
• examples/e3_verbos_sensitivity_analysis_example.py
• tests/test_modelica_cal_sen.py (aside from duplicate code)
• [x] adjust pylint so that it actually checks the code. Currently, only data_types are mentioned. Is the rest really issue-free? If so, nice work!

[FWuellhorst]

The results look really cool, thanks for the really good work! I added some todos directly in the code and adjusted minor text issues. Three general points:

1. Consistent plot titles. Sometimes it is goal: Electricity, sometimes just Electricity, same for calibration classes. I would opt to have a verbose title, always specifying if the string refers to a class, a goal, or a parameter.
2. Try tight_layout on the plots before showing / saving them. Some variable names are not inside the view. If parameter names get too long, maybe trimming them would be an option (as in the calibration logs).
3. Consider using logging warning instead of the UserWarning. As the latter are pretty big, it often irritates users. I would warn about code deprications and wrong usage.