🚀 AlgoPipe — ML Pipeline Generator CLI

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

---

🧠 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

---

✨ 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

---

📦 Installation

pip install algopipe

---

🚀 Usage

Once installed, simply run:

algopipe

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

---

🖥️ 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...

---

🎯 Why AlgoPipe?

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

---

🛠️ Tech Stack

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

---

📖 Documentation

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

---

🤝 Contributing

Contributions are welcome!

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

---

🧪 Development Setup

git clone https://github.com/dhruvmittal41/algopipe.git
cd algopipe
pip install -e .

---

🐛 Issues

Found a bug or have a feature request?

👉 Open an issue on GitHub

---

🌟 Support

If you like this project:

⭐ Star the repo 🐦 Share it with others 🤝 Contribute

---

🔥 Roadmap

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

---

Built with 💡 to simplify Machine Learning workflows