algopipe 0.1.2

Interactive CLI to generate ML/DL pipelines.

🚀 AlgoPipe — ML Pipeline Generator CLI

⚡ Generate complete Machine Learning pipelines in seconds — directly from your terminal.

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🧠 What is AlgoPipe?

AlgoPipe is a CLI-based boilerplate generator for machine learning workflows.

Instead of manually setting up folders, scripts, preprocessing pipelines, and model training code…

👉 AlgoPipe asks you simple questions

👉 And generates a ready-to-use ML project structure

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✨ Features

• 🛠️ Interactive CLI-based pipeline generation
• ⚡ Supports customizable ML workflows
• 📁 Auto-generates clean project structure
• 🔌 Plug-and-play code (ready to run)
• 🧩 Modular pipeline components
• 🎯 Beginner-friendly, powerful for advanced users

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📦 Installation

pip install algopipe

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🚀 Usage

Once installed, simply run:

algopipe

If your PATH is configured correctly, this will launch the interactive CLI.

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🖥️ Example Workflow

$ algopipe

✔ Select problem type: Classification
✔ Select dataset type: CSV
✔ Include preprocessing? Yes
✔ Choose model: Random Forest
✔ Add evaluation metrics? Yes

🚀 Generating your ML pipeline...

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📂 Generated Project Structure

your-project/
│── data/
│── notebooks/
│── src/
│   ├── preprocessing.py
│   ├── train.py
│   ├── evaluate.py
│── models/
│── requirements.txt
│── README.md

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🎯 Why AlgoPipe?

• Saves hours of repetitive setup ⏳
• Helps beginners follow best practices 📚
• Rapid prototyping for ML engineers ⚡
• Clean and scalable project templates 🧱

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🛠️ Tech Stack

• Python 🐍
• CLI-based interaction
• Modular code generation

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📖 Documentation

👉 Full documentation coming soon (You can host this using MkDocs or similar)

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🤝 Contributing

Contributions are welcome!

# Fork the repo
# Create a new branch
# Make your changes
# Submit a PR 🚀

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🧪 Development Setup

git clone https://github.com/yourusername/algopipe.git
cd algopipe
pip install -e .

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🐛 Issues

Found a bug or have a feature request?

👉 Open an issue on GitHub

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🌟 Support

If you like this project:

⭐ Star the repo 🐦 Share it with others 🤝 Contribute

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🔥 Roadmap

• Add deep learning pipelines
• Add dataset auto-fetching
• Add experiment tracking integration
• GUI version (future 🚀)

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Built with 💡 to simplify Machine Learning workflows