docs: 🗂️ Changlog update for v1.2.0

[Anselmoo]

This is an auto-generated pull request to merge release/v1.2.0 with Changelog updates to main.

Summary by Sourcery

Update project to v1.2.0. Introduce UV as the new package manager. Update dependencies and configuration files for various tools and linters. Update GitHub Actions workflows for Conda package builds.

New Features:

• Introduce UV as package manager.
• Update dependency numpy to v2.

Tests:

• Update configuration files for improved linting and formatting.

[semanticdiff-com]

Review changes with  

[sourcery-ai]

Reviewer's Guide by Sourcery

This pull request updates the changelog for the v1.2.0 release. It includes a summary of all the changes made since the v1.1.0 release, including dependency updates, new features, and maintenance changes.

Flow diagram of dependency update process in v1.2.0

flowchart TD
    A[Dependency Updates] --> B{Type of Update}
    B -->|Major Version| C[numpy v2]
    B -->|Version Constraints| D[pandas <2.2.4]
    B -->|Version Constraints| E[scikit-learn <1.6.2]
    B -->|Tool Updates| F[pre-commit v4]
    B -->|Tool Updates| G[ruff >=0.9.2]
    style A fill:#f96,stroke:#333
    style C fill:#9f9,stroke:#333
    style D fill:#ff9,stroke:#333
    style E fill:#ff9,stroke:#333
    style F fill:#9ff,stroke:#333
    style G fill:#9ff,stroke:#333

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File-Level Changes

Change	Details	Files
Added changelog entries for the v1.2.0 release.	Added a new section for v1.2.0. Summarized new features, dependency updates, and maintenance changes. Included a link to the full changelog. Listed the contributors to the release.	CHANGELOG.md

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[sonarqubecloud]

Quality Gate passed

Issues
0 New issues
0 Accepted issues

Measures
0 Security Hotspots
0.0% Coverage on New Code
0.0% Duplication on New Code

See analysis details on SonarQube Cloud

[sourcery-ai]

Hey @Anselmoo - I've reviewed your changes and they look great!

Here's what I looked at during the review

• 🟡 General issues: 1 issue found
• 🟢 Security: all looks good
• 🟢 Testing: all looks good
• 🟢 Complexity: all looks good
• 🟢 Documentation: all looks good

---

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[sourcery-ai]

issue (typo): Typo in changelog entry title.

The title appears to be repeated: "update configuration files for improved linting and formattingUpdate". Please correct the typo.

[codecov]

Codecov Report

All modified and coverable lines are covered by tests ✅

Project coverage is 100.00%. Comparing base (1c61059) to head (49a1737).
Report is 1 commits behind head on main.

Additional details and impacted files

@@            Coverage Diff            @@
##              main     #1805   +/-   ##
=========================================
  Coverage   100.00%   100.00%           
=========================================
  Files           45        45           
  Lines         4535      4535           
=========================================
  Hits          4535      4535           

Flag	Coverage Δ
unittests	100.00% <ø> (ø)

Flags with carried forward coverage won't be shown. Click here to find out more.