{"id":26274462,"url":"https://github.com/exios66/psychopy-tracking","last_synced_at":"2025-03-14T09:19:54.775Z","repository":{"id":277253061,"uuid":"931833762","full_name":"Exios66/PsychoPy-Tracking","owner":"Exios66","description":null,"archived":false,"fork":false,"pushed_at":"2025-02-12T23:48:15.000Z","size":0,"stargazers_count":1,"open_issues_count":1,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-02-13T00:28:42.417Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/Exios66.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2025-02-12T23:39:20.000Z","updated_at":"2025-02-12T23:48:18.000Z","dependencies_parsed_at":"2025-02-13T00:38:45.748Z","dependency_job_id":null,"html_url":"https://github.com/Exios66/PsychoPy-Tracking","commit_stats":null,"previous_names":["exios66/psychopy-tracking"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Exios66%2FPsychoPy-Tracking","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Exios66%2FPsychoPy-Tracking/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Exios66%2FPsychoPy-Tracking/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Exios66%2FPsychoPy-Tracking/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Exios66","download_url":"https://codeload.github.com/Exios66/PsychoPy-Tracking/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":243551247,"owners_count":20309300,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":[],"created_at":"2025-03-14T09:19:54.077Z","updated_at":"2025-03-14T09:19:54.758Z","avatar_url":"https://github.com/Exios66.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# PsychoPy-Tracking\n\n# Eye Tracking Analysis Pipeline\n\n## Overview\nThe **Eye Tracking Analysis Pipeline** is a **production-ready** Python package designed for **processing, analyzing, and visualizing** eye-tracking data. This package provides **data preprocessing, fixation \u0026 saccade detection, feature extraction, and visualization**, along with **logging, error handling, unit testing, and a CLI tool** for automation.\n\nIt is built for **researchers, data scientists, and engineers** working with eye-tracking datasets in psychology, neuroscience, UX/UI research, and human-computer interaction.\n\n---\n\n## Features\n- **Data Loading \u0026 Preprocessing**: Clean raw eye-tracking datasets by interpolating missing values and smoothing noisy signals.\n- **Fixation \u0026 Saccade Detection**: Identify eye movement patterns based on velocity thresholds.\n- **Feature Extraction**: Compute fixation durations, saccadic amplitudes, and gaze transitions.\n- **Visualization**: Generate heatmaps and time-series plots for insightful data analysis.\n- **Logging \u0026 Error Handling**: Detailed logs and robust error management.\n- **CLI \u0026 API Support**: Automate processing with a command-line interface or integrate with external applications.\n- **Parallel Processing**: Optimize performance when handling large datasets.\n- **Continuous Integration \u0026 Testing**: Ensures code stability and reliability.\n\n---\n\n## Project Structure\n\n```bash\neye_tracking_analysis/\n│── eye_tracking_analysis/   # Main package\n│   │── __init__.py\n│   │── data_loader.py\n│   │── preprocessing.py\n│   │── fixation_saccade.py\n│   │── feature_extraction.py\n│   │── visualization.py\n│   │── cli.py  # Command-line interface\n│   │── logger.py  # Logging functionality\n│   │── api.py  # API for extensibility\n│\n│── scripts/  # Example scripts for users\n│   │── run_analysis.py\n│\n│── tests/  # Unit tests\n│   │── test_preprocessing.py\n│   │── test_feature_extraction.py\n│   │── test_fixation_saccade.py\n│   │── test_api.py\n│\n│── docs/  # Documentation\n│   │── user_guide.md\n│   │── developer_guide.md\n│\n│── setup.py  # Installation script\n│── requirements.txt  # Dependencies\n│── README.md  # Documentation\n│── LICENSE  # Open-source license\n│── .gitignore  # Ignore unnecessary files\n│── .github/workflows/ci.yml  # Continuous Integration\n```\n\n---\n\n## Installation\n\n### **Prerequisites**\nEnsure you have **Python 3.7+** installed. Install dependencies using:\n\n```sh\npip install -r requirements.txt\n```\n\n### **Installing the Package**\nTo install the package locally, run:\n\n```sh\ngit clone https://github.com/YOUR_USERNAME/eye_tracking_analysis.git\ncd eye_tracking_analysis\npip install .\n```\n\nFor development use:\n\n```sh\npip install .[dev]\n```\n\n---\n\n## Usage\n\n### **Command-Line Interface (CLI)**\nRun the analysis pipeline using the CLI tool:\n\n```sh\neye_tracking_analysis data/eye_tracking.csv\n```\n\n### **Python API**\nUse the package in a Python script:\n\n```python\nfrom eye_tracking_analysis.api import process_eye_tracking\n\ndf = process_eye_tracking(\"data/eye_tracking.csv\")\nprint(df.head())\n```\n\n---\n\n## Logging\nLogs are stored in **eye_tracking.log** and provide details on processing status, errors, and warnings.\n\n---\n\n## Continuous Integration\nThis package includes **GitHub Actions** for automated testing and deployment. The CI pipeline ensures:\n- **Unit tests are run on every push and pull request**\n- **Code follows best practices and formatting**\n\n---\n\n## Running Tests\nTo validate the code, run the test suite:\n\n```sh\npytest tests/\n```\n\n---\n\n## Contributing\nContributions are welcome! To contribute:\n1. **Fork the repository**\n2. **Create a feature branch**\n3. **Submit a pull request**\n\nEnsure all changes pass tests and follow best coding practices.\n\n---\n\n## License\nThis project is licensed under the **MIT License**. See `LICENSE` for details.\n\n---\n\n## Contact\nFor questions or support, contact **your-email@example.com** or create an issue on [GitHub](https://github.com/YOUR_USERNAME/eye_tracking_analysis/issues).\n\n---\n\n## Future Enhancements\n- **Real-time Eye Tracking Support**\n- **Web Interface for Interactive Analysis**\n- **Advanced Machine Learning-based Movement Classification**\n\nLet us know your suggestions and feature requests!\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fexios66%2Fpsychopy-tracking","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fexios66%2Fpsychopy-tracking","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fexios66%2Fpsychopy-tracking/lists"}