Decoupled MCMC from BayesInference and improved performance

See merge request !21

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

MCMC does not receive the whole BayesInf object anymore, performance of inference now should be back up to speed with MCMC. In future perhaps rework so that MCMC is a child class of BayesInf?

Tests for BayesInf and general cleanup

See merge request !20

# Conflicts:
#   src/bayesvalidrox/bayes_inference/bayes_inference.py
#   src/bayesvalidrox/bayes_inference/bayes_model_comparison.py
#   src/bayesvalidrox/bayes_inference/mcmc.py

This reverts commit acf483a1

Split the model comparison to be callable in functions for bayes factors, model weights and justifiability analysis and renamed the overall function

BMC only runs the BME part of BayesInf, split JA into its own function, removed redundant function in MCMC, added to function diagrams

More test for BayesInf, starting tests for MCMC

Some simple fixes for various test, start on testing BayesInf, output directory as changeable parameter in BayesInf

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