Reviewing.

[jvachier]

Describe your changes

Provide a clear and concise description of the changes made in this pull request. Include any relevant context or background information.

• What is the purpose of this pull request?
• What problem does it solve?
• What functionality does it add or improve?

Issue ticket number and link

Type of Change

Check the type of change your pull request introduces:

• Bug fix (non-breaking change that fixes an issue)
• New feature (non-breaking change that adds functionality)
• Breaking change (fix or feature that would cause existing functionality to not work as expected)
• Documentation update
• Refactoring (code improvements without changing functionality)

Checklist before requesting a review

Before submitting your pull request, ensure the following:

• I have performed a self-review of my code.
• I have added tests that prove my fix is effective or that my feature works.
• I have added or updated relevant documentation (if applicable).
• My changes do not introduce any new warnings or errors.
• I have checked for security vulnerabilities in the code.
• I have ensured backward compatibility (if applicable).

[Copilot]

Pull Request Overview

A refactor that centralizes configuration with dataclasses, updates callback and ensemble logic, modernizes slider setup, and bumps project version.

• Converts prediction callbacks and tests to use PredictionInputs dataclass and varargs for cleaner input handling.
• Refactors ensemble.py with NoisyEnsembleConfig dataclass and dynamic weight blending in improved_blend_obj.
• Introduces SliderConfig for UI sliders, updates layout, removes deprecated script entry, and updates docs and version.

Reviewed Changes

Copilot reviewed 7 out of 8 changed files in this pull request and generated 1 comment.

Show a summary per file

File	Description
tests/dash_app/test_callbacks.py	Updated mock callback signature and input validation logic
src/modules/ensemble.py	Added NoisyEnsembleConfig, refactored oof_probs_noisy and blending function
pyproject.toml	Bumped version, widened dependency bounds, removed personality-demo script
docs/README.md	Removed duplicate header
dash_app/dashboard/layout.py	Introduced SliderConfig dataclass and updated slider creation
dash_app/dashboard/callbacks.py	Added PredictionInputs dataclass and refactored make_prediction
README.md	Replaced video embed with markdown image

Comments suppressed due to low confidence (2)

tests/dash_app/test_callbacks.py:174

• The isinstance(x, int | float) check will raise a TypeError; use isinstance(x, (int, float)) to validate multiple types at runtime.

                if any(not isinstance(x, int | float) for x in inputs if x is not None):