{"id":16735462,"url":"https://github.com/thomasthaddeus/algorithmselector","last_synced_at":"2026-03-01T09:36:06.733Z","repository":{"id":213978875,"uuid":"735402389","full_name":"thomasthaddeus/AlgorithmSelector","owner":"thomasthaddeus","description":"Explore our extensive Algorithms Repository, featuring a diverse range of algorithms from computational methods to data structures, cryptographic techniques, and AI. 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Each algorithm is implemented with a focus on clarity, efficiency, and adherence to best practices.\n\n## Table of Contents\n\n- [Algorithm Repository](#algorithm-repository)\n  - [Overview](#overview)\n  - [Table of Contents](#table-of-contents)\n  - [Installation](#installation)\n  - [Usage](#usage)\n  - [Directory Structure](#directory-structure)\n  - [Testing](#testing)\n  - [Contributing](#contributing)\n  - [License](#license)\n\n## Installation\n\nTo get started with this repository, clone it to your local machine using:\n\n  ```bash\n  git clone https://github.com/thomasthaddeus/AlgorithmSelector.git\n  cd algorithm-repository\n  ```\n\nInstall the required dependencies:\n\n  ```bash\n  pip install -r requirements.txt\n  ```\n\n## Usage\n\nEach algorithm is encapsulated in its own class and can be used independently. Here's an example of how to use an algorithm from the repository:\n\n  ```python\n  from src.data_structures.binary_search_tree import BinarySearchTree\n  \n  # Example usage\n  bst = BinarySearchTree()\n  bst.insert(3)\n  bst.insert(1)\n  bst.insert(4)\n  print(bst.search(1))  # Output: True or False\n  ```\n\n## Directory Structure\n\nThe repository is organized as follows:\n\n- `src/`: Contains the source code for all algorithms.\n  - `computational/`: Computational algorithms like FFT, Monte Carlo, etc.\n  - `data_structures/`: Common data structures like AVL Tree, Heap, etc.\n  - `ml/`: Machine learning algorithms like k-means, linear regression, etc.\n  - `...` (other directories following a similar structure)\n- `tests/`: Contains unit tests for each algorithm.\n- `docs/`: Documentation related to the algorithms.\n- `scripts/`: Useful scripts like setup or build scripts.\n- `requirements.txt`: List of dependencies for the project.\n- `pyproject.toml`: Project metadata and configuration.\n\n## Testing\n\nTo run the tests, navigate to the root directory of the project and run:\n\n  ```bash\n  python -m unittest discover -s tests\n  ```\n\n## Contributing\n\nContributions to the repository are welcome! Here's how you can contribute:\n\n1. Fork the repository and create your branch from `main`.\n2. Write your algorithm or improvement.\n3. Ensure your code passes all existing tests and add new tests if necessary.\n4. Submit a pull request.\n\nPlease ensure your code adheres to the existing style conventions and add relevant documentation.\n\n## License\n\nThis project is licensed under the [MIT License](LICENSE).\n\n\u003c!-- Links in document --\u003e\n[shield1]: \u003chttps://github.com/thomasthaddeus/AlgorithmSelector/actions/workflows/workflow.yml/badge.svg\u003e \"Publish to PyPi Status Shield\"\n[shield2]: \u003chttps://img.shields.io/pypi/v/AlgorithmSelector.svg\u003e \"Version of package on PyPI\"\n[shield3]: \u003chttps://img.shields.io/github/license/thomasthaddeus/AlgorithmSelector.svg\u003e \"LICENSE Type\"\n[shield4]: \u003chttps://img.shields.io/pypi/pyversions/AlgorithmSelector.svg\u003e \"Python versions supported\"\n[shield5]: \u003chttps://img.shields.io/github/languages/code-size/thomasthaddeus/AlgorithmSelector.svg\u003e \"Size of the package on PyPI\"\n[shield6]: \u003chttps://img.shields.io/github/last-commit/thomasthaddeus/AlgorithmSelector.svg\u003e \"Time of last commit to the repository\"\n[shield7]: \u003chttps://img.shields.io/github/issues-raw/thomasthaddeus/AlgorithmSelector.svg\u003e \"Open issues\"\n[shield8]: \u003chttps://img.shields.io/github/issues-pr/thomasthaddeus/AlgorithmSelector.svg\u003e \"Open pull requests\"\n[shield9]: \u003chttps://img.shields.io/codecov/c/github/thomasthaddeus/AlgorithmSelector.svg\u003e \"Codecov status\"\n[shield10]: \u003chttps://img.shields.io/travis/com/thomasthaddeus/AlgorithmSelector/main.svg\u003e \"TravisCI status\"\n","funding_links":[],"categories":[],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fthomasthaddeus%2Falgorithmselector","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fthomasthaddeus%2Falgorithmselector","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fthomasthaddeus%2Falgorithmselector/lists"}