UMBridge examples cleaned and pylink 'single-valued' removed

Solved some issues from rebasing

Allowing for UMBridge models

See merge request !14

# Conflicts:
#   src/bayesvalidrox/pylink/pylink.py
#   src/bayesvalidrox/surrogate_models/surrogate_models.py

Added simple constraint and example

See merge request !13

OLS constraint directly to be set in the MetaModel source code. Small regression comparison as example for the constraint. No unit tests yet for the feature

Added a minimal test based on pylink classification. More work needed for higher-dim. model outputs here

Allowing for UMBridge models

See merge request !12

# Conflicts:
#   src/bayesvalidrox/bayes_inference/bayes_inference.py
#   src/bayesvalidrox/pylink/pylink.py
#   src/bayesvalidrox/surrogate_models/surrogate_models.py

In this scope the multiprocessing for running the models does not seem to work correctly anymore

Got started on these two tasks, restructuring still needs a lot of work here

Code updated for static training, tests not done yet

New class 'Engine' responsible for both training sequentially and non-sequentially.
Currently training with old MetaModEngine and in MetaMod directly still possible, but will be deprecated and removed soon.
Also started splitting ExpDesign into InputSpace (for MetaMod, created dists and polynomials) and ExpDesign (for Engine, can also sample)

Started testing MetaModel while also refactoring a bit more by moving code between ExpDesign and MetaModel

Added tests for Inputs and started on those for ExpDesign.
Regarding the second there are some open questions noted in issue #32

Sequential design now considers both exploitation and exploration samples

See merge request !10

Fixed the bug in the sequential design.
Typo correction also added here.

Implemented simple example using the tsunami model from UMBridge

[postprocessing] remove save_fig arguments and PdfPages.

See merge request !7

[bugfix] Fix bug for save_fig=False. Do not create a temporary outputfile.

See merge request !4

Resolve "Justifiability analysis"

Closes #14

See merge request !1