Description

This issue tracks the update of various Python dependencies to their latest compatible versions to ensure the project uses up-to-date libraries with latest security patches and features.

Updates needed:

• Update flask from 3.1.0 to 3.1.1
• Update scipy from 1.15.2 to 1.15.3
• Update joblib from 1.4.2 to 1.5.0
• Update threadpoolctl from 3.5.0 to 3.6.0

Motivation

Regular dependency updates are important to:

• Fix potential security vulnerabilities
• Access new features and improvements
• Maintain compatibility with other libraries
• Ensure continued support

This will be resolved by PR #217.