--- title: PROJECT_NAME colorFrom: COLOR_FROM colorTo: COLOR_TO sdk: docker ---

PROJECT_EMOJI PROJECT_NAME

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**PROJECT_EMOJI PROJECT_NAME** β€” PROJECT_DESCRIPTION
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## Table of Contents - [Features](#-features) - [Architecture](#️-architecture) - [Getting Started](#-getting-started) - [Docker Deployment](#-docker-deployment) - [Dashboard Modules](#-dashboard-modules) - [ML Models](#-ml-models) - [Project Structure](#-project-structure) - [Author](#-author) - [Contributing](#-contributing) - [Disclaimer](#disclaimer) - [License](#-license) --- ## ✨ Features
FEATURE_EMOJI_1 FEATURE_TITLE_1 FEATURE_DESCRIPTION_1
FEATURE_EMOJI_2 FEATURE_TITLE_2 FEATURE_DESCRIPTION_2
FEATURE_EMOJI_3 FEATURE_TITLE_3 FEATURE_DESCRIPTION_3
FEATURE_EMOJI_4 FEATURE_TITLE_4 FEATURE_DESCRIPTION_4
πŸ”’ Secure by Design Role-based access, audit logs, encrypted data pipelines
🐳 Containerized Deployment Docker-first architecture, cloud-ready and scalable
--- ## πŸ—οΈ Architecture ``` β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β” β”‚ PROJECT_NAME β”‚ β”‚ β”‚ β”‚ β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β” β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β” β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β” β”‚ β”‚ β”‚ Data │───▢│ ML │───▢│ Flask API β”‚ β”‚ β”‚ β”‚ Sources β”‚ β”‚ Engine β”‚ β”‚ Backend β”‚ β”‚ β”‚ β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜ β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜ β””β”€β”€β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”€β”€β”˜ β”‚ β”‚ β”‚ β”‚ β”‚ β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β–Όβ”€β”€β”€β”€β”€β”€β”€β”€β” β”‚ β”‚ β”‚ Plotly Dash β”‚ β”‚ β”‚ β”‚ Dashboard β”‚ β”‚ β”‚ β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜ β”‚ β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜ ``` --- ## πŸš€ Getting Started ### Prerequisites - Python 3.10+ - Docker & Docker Compose - Git ### Local Installation ```bash # 1. Clone the repository git clone https://github.com/mnoorchenar/PROJECT_NAME.git cd PROJECT_NAME # 2. Create a virtual environment python -m venv venv source venv/bin/activate # Windows: venv\Scripts\activate # 3. Install dependencies pip install -r requirements.txt # 4. Configure environment variables cp .env.example .env # Edit .env with your settings # 5. Run the application python app.py ``` Open your browser at `http://localhost:7860` πŸŽ‰ --- ## 🐳 Docker Deployment ```bash # Build and run with Docker Compose docker compose up --build # Or pull and run the pre-built image docker pull mnoorchenar/PROJECT_NAME docker run -p 7860:7860 mnoorchenar/PROJECT_NAME ``` --- ## πŸ“Š Dashboard Modules | Module | Description | Status | |--------|-------------|--------| | MODULE_EMOJI_1 MODULE_NAME_1 | MODULE_DESC_1 | βœ… Live | | MODULE_EMOJI_2 MODULE_NAME_2 | MODULE_DESC_2 | βœ… Live | | MODULE_EMOJI_3 MODULE_NAME_3 | MODULE_DESC_3 | βœ… Live | | MODULE_EMOJI_4 MODULE_NAME_4 | MODULE_DESC_4 | πŸ”„ Beta | | MODULE_EMOJI_5 MODULE_NAME_5 | MODULE_DESC_5 | βœ… Live | | MODULE_EMOJI_6 MODULE_NAME_6 | MODULE_DESC_6 | πŸ—“οΈ Planned | --- ## 🧠 ML Models ```python # Core Models Used in PROJECT_NAME models = { "MODEL_KEY_1": "MODEL_VALUE_1", "MODEL_KEY_2": "MODEL_VALUE_2", "MODEL_KEY_3": "MODEL_VALUE_3", "MODEL_KEY_4": "MODEL_VALUE_4", "MODEL_KEY_5": "MODEL_VALUE_5" } ``` --- ## πŸ“ Project Structure ``` PROJECT_NAME/ β”‚ β”œβ”€β”€ πŸ“‚ app/ β”‚ β”œβ”€β”€ πŸ“‚ models/ # ML model definitions & loaders β”‚ β”œβ”€β”€ πŸ“‚ routes/ # Flask API endpoints β”‚ β”œβ”€β”€ πŸ“‚ dashboards/ # Plotly Dash layouts β”‚ └── πŸ“‚ utils/ # Helpers, preprocessing, logging β”‚ β”œβ”€β”€ πŸ“‚ data/ β”‚ β”œβ”€β”€ πŸ“‚ raw/ # Raw data sources β”‚ └── πŸ“‚ processed/ # Feature-engineered datasets β”‚ β”œβ”€β”€ πŸ“‚ notebooks/ # Exploratory analysis & model training β”œβ”€β”€ πŸ“‚ tests/ # Unit and integration tests β”œβ”€β”€ πŸ“„ app.py # Application entry point β”œβ”€β”€ πŸ“„ Dockerfile # Container definition β”œβ”€β”€ πŸ“„ docker-compose.yml # Multi-service orchestration β”œβ”€β”€ πŸ“„ requirements.txt # Python dependencies └── πŸ“„ .env.example # Environment variable template ``` --- ## πŸ‘¨β€πŸ’» Author
Mohammad Noorchenarboo

Mohammad Noorchenarboo

Data Scientist  |  AI Researcher  |  Biostatistician πŸ“  Ontario, Canada    πŸ“§  [mohammadnoorchenarboo@gmail.com](mailto:mohammadnoorchenarboo@gmail.com) ────────────────────────────────────── [![LinkedIn](https://img.shields.io/badge/LinkedIn-0077B5?style=for-the-badge&logo=linkedin&logoColor=white)](https://www.linkedin.com/in/mnoorchenar)  [![Personal Site](https://img.shields.io/badge/Website-mnoorchenar.github.io-4f46e5?style=for-the-badge&logo=githubpages&logoColor=white)](https://mnoorchenar.github.io/)  [![HuggingFace](https://img.shields.io/badge/HuggingFace-ffcc00?style=for-the-badge&logo=huggingface&logoColor=black)](https://huggingface.co/mnoorchenar/spaces)  [![Google Scholar](https://img.shields.io/badge/Scholar-4285F4?style=for-the-badge&logo=googlescholar&logoColor=white)](https://scholar.google.ca/citations?user=nn_Toq0AAAAJ&hl=en)  [![GitHub](https://img.shields.io/badge/GitHub-181717?style=for-the-badge&logo=github&logoColor=white)](https://github.com/mnoorchenar)
--- ## 🀝 Contributing Contributions are welcome! Please follow these steps: 1. **Fork** the repository 2. **Create** a feature branch: `git checkout -b feature/amazing-feature` 3. **Commit** your changes: `git commit -m 'Add amazing feature'` 4. **Push** to the branch: `git push origin feature/amazing-feature` 5. **Open** a Pull Request --- ## Disclaimer This project is developed strictly for educational and research purposes and does not constitute professional advice of any kind. All datasets used are either synthetically generated or publicly available β€” no real user data is stored. This software is provided "as is" without warranty of any kind; use at your own risk. --- ## πŸ“œ License Distributed under the **MIT License**. See [`LICENSE`](LICENSE) for more information. ---
[![GitHub Stars](https://img.shields.io/github/stars/mnoorchenar/PROJECT_NAME?style=social)](https://github.com/mnoorchenar/PROJECT_NAME) [![GitHub Forks](https://img.shields.io/github/forks/mnoorchenar/PROJECT_NAME?style=social)](https://github.com/mnoorchenar/PROJECT_NAME/fork) The name "PROJECT_NAME" is used purely for academic and research purposes. Any similarity to existing company names, products, or trademarks is entirely coincidental and unintentional. This project has no affiliation with any commercial entity.