chore(deps): update dependency ruff to >=0.11,<0.12

fix(deps): update dependency plotly to v6

chore(deps): update dependency python to 3.13

Add Himmelblau and 2D Rosenbrock functions to 2D optimization functions.

* **Himmelblau Function:**
  - Implement `HimmelblauFunction` class in `umf/functions/optimization/special.py`.
  - Add `HimmelblauFunction` to `__all__` list.
  - Add corresponding doctest for `HimmelblauFunction`.

* **2D Rosenbrock Function:**
  - Implement `Rosenbrock2DFunction` class in `umf/functions/optimization/valley_shaped.py`.
  - Add `Rosenbrock2DFunction` to `__all__` list.
  - Add corresponding doctest for `Rosenbrock2DFunction`.

* **Documentation:**
  - Update `docs/modules/api/optimization.md` to include `HimmelblauFunction` and `Rosenbrock2DFunction`.
  - Update `README.md` with usage instructions for `HimmelblauFunction` and `Rosenbrock2DFunction`.

---

For more details, open the [Copilot Workspace session](https://copilot-workspace.githubnext.com/Anselmoo/useful-math-functions?shareId=XXXX-XXXX-XXXX-XXXX).

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Correct the dos

feat: Add 2D optimization functions

chore: update lock files

…lish-digest

chore(deps): update pypa/gh-action-pypi-publish digest to db8f07d

…e related documentation

feat: Add Himmelblau function image and update special functions documentation

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chore: change backend for emoji generation

…odesics (#102)

* feat(hyperbolic): add hyperbolic functions for distance, area, and geodesics

* [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

* test: update assertions in optimization function tests for better accuracy

* feat: add devcontainer configuration and improve hyperbolic function implementations

- Introduced a devcontainer configuration for development environment.
- Updated hyperbolic function results to use numpy arrays for consistency.
- Refactored function examples to utilize numpy arrays instead of tuples.
- Enhanced documentation and examples for hyperbolic functions.
- Adjusted linting rules in `pyproject.toml` for better code quality.

* [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

* style: format code for better readability in test and function files

* Implement feature X to enhance user experience and fix bug Y in module Z

* fix: correct expected results and evaluation in optimization function tests

* feat: add hyperbolic functions and corresponding documentation images

* [pre-commit.ci] auto fixes from pre-commit.com hooks

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---------

Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>

* chore(deps): update codecov/codecov-action action to v5

* [pre-commit.ci] auto fixes from pre-commit.com hooks

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---------

Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Co-authored-by: Anselm Hahn <Anselm.Hahn@gmail.com>

* fix: image gallery in special functions

* [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

---------

Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>

* fix: correct image references in hyperbolic function documentation

* feat(fractal_set): add complex fractals including Mandelbrot, Julia, and Feigenbaum diagrams with visualizations

* [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

* feat(fractal): add fractal function classes and API integration; enhance GIF settings with transparency option

* chore: update Trunk CLI version and plugin references; refresh linter versions

* feat(fractal_set): add complex fractals (Mandelbrot, Julia, Feigenbaum) and new curve, dynamic, geometric modules; enhance GIF settings

* feat(fractal_set): implement dynamic system fractals including Lorenz attractor, Curlicue fractal, Percolation model, and Random Walk fractal with detailed documentation and examples

* feat: add Copilot instructions for contributing and coding standards

* style: improve formatting and readability in Copilot instructions and dynamic fractals documentation

* refactor: improve import organization and enhance docstrings for clarity in plotting and fractal functions

* refactor: reorganize import statements for clarity and consistency in API and functions modules

* [pre-commit.ci] auto fixes from pre-commit.com hooks

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* refactor: streamline fractal module imports and enhance module docstrings for clarity

* refactor: enhance exception handling and improve fractal function signatures for clarity

* refactor: improve import organization and enhance docstrings for clarity across multiple modules

* refactor: reorganize import statements for clarity and consistency across multiple modules

* feat: add fractal curve documentation and associated images

* Enhance fractal functions and visualizations

- Updated KochCurve and SierpinskiTriangle classes to include color gradient visualizations and improved documentation.
- Enhanced SierpinskiCarpet and MengerSponge classes with custom colormaps for better visual representation.
- Improved PythagorasTree visualization with depth-based effects and color variations.
- Added UniformMassCenterTriangle class with advanced visualization techniques.
- Refactored imports in diagrams and functions modules for better organization.
- Introduced unit test configuration with pytest and ensured figures are closed after tests.
- Updated dependencies in the lock file for narwhals and useful-math-functions packages.

* refactor: improve import organization and enhance readability across multiple modules

* refactor: apply ruff to src base

* refactor: isort product

* fix: linting

* fix: linting

* fix: removed duplicated Koch function implementation

* chore: lint all files vis `trunk`

* Refactor GitHub Actions workflow and update linting configuration

- Cleaned up the Python publish workflow by removing unnecessary blank lines and ensuring consistent formatting.
- Updated the trunk.yaml file to disable isort linter while keeping other linters enabled.
- Updated multiple image files in the documentation, indicating changes in their binary content.
- Simplified the Renovate configuration by removing unnecessary line breaks for better readability.

* feat: add KochCurve implementation for generating Koch snowflake fractal

* fix: remove KochCurve implementation from geometric fractals

* fix: remove KochCurve from geometric fractals

* fix: correct indentation in LorenzAttractor class for z-coordinate normalization

* fix: update GIFSettings usage in ClassicPlot class for consistency

* fix: update fractal_dimension parameter in various fractal classes for consistency

* fix: remove unnecessary whitespace in LorenzAttractor class docstring

---------

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updates:
- [github.com/astral-sh/ruff-pre-commit: v0.9.1 → v0.11.7](astral-sh/ruff-pre-commit@v0.9.1...v0.11.7)

chore(deps): update astral-sh/setup-uv action to v6

[pre-commit.ci] pre-commit autoupdate

chore(deps): update dependency ruby to v3.4.2

…-5.x

chore(deps): update codecov/codecov-action action to v5.4.2