Added logging print levels and verbosity

[PatrickHenkel1]

Pull Request

Description

Added logging print levels and verbosity

Type of Change

• Bug fix (non-breaking change fixing an issue)
• New feature (non-breaking change adding functionality)
• Breaking change (fix or feature that would cause existing functionality to not work as expected)
• Refactoring (code change that neither fixes a bug nor adds a feature)
• Documentation update

Required Checklist

Testing

• Unit tests have been created/updated for new/modified functionality
• CI/CD pipeline passes all tests (pytest, coverage, executables, installation)

Examples

• Add examples for new features and functionality

Compatibility

• Changes are backward compatible OR deprecation warnings added
• No breaking changes to public APIs
• New dependencies added to pyproject.toml (required in dependencies or optional in [project.optional-dependencies])

Documentation

• Docstrings added/updated for new/modified public methods (Google style)
• Type hints added for new functions/methods

Breaking Changes

Optional

GitHub Copilot Review

• Request Copilot review via GitHub UI (add 'copilot' as a reviewer)

[Copilot]

Pull request overview

This PR introduces a simple “print level” concept on the project Logger and wires it into model training/evaluation to control Keras verbosity and reduce unstructured print() usage across the codebase.

Changes:

• Add Logger.print_level, Logger.print(), and Logger.verbosity() utilities and propagate them to Keras fit()/predict()/callbacks.
• Replace various print() statements (and remove some model.summary() calls) with the new logger behavior.
• Update an example executable to set print_level='warning'.

Reviewed changes

Copilot reviewed 10 out of 10 changed files in this pull request and generated 3 comments.

Show a summary per file

File	Description
physXAI/utils/logging.py	Adds print levels + verbosity helpers and updates error/warning output to use Logger.print.
physXAI/preprocessing/constructed.py	Attempts to route duplicate-registry warnings through Logger.print (currently via an incorrect import).
physXAI/models/models.py	Uses Logger.verbosity() to control Keras predict verbosity and routes registry warnings through Logger.print.
physXAI/models/ann/model_construction/residual_models.py	Removes unconditional model.summary() output.
physXAI/models/ann/model_construction/rbf_models.py	Routes gamma debug output through Logger.print; removes unconditional model.summary().
physXAI/models/ann/model_construction/ann_models.py	Removes unconditional model.summary() output.
physXAI/models/ann/ann_design.py	Uses Logger.verbosity() for Keras fit + EarlyStopping verbosity; gates model.summary() behind print level.
physXAI/feature_selection/recursive_feature_elimination.py	Replaces print() statements with Logger.print.
physXAI/evaluation/metrics.py	Replaces metric print() calls with Logger.print and removes Metrics.print_evaluate.
executables/bestest_hydronic_heat_pump/P_hp.py	Example sets logger print_level='warning'.