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A collection of simple and practical examples of ANN, CNN, and RNN models using PyTorch. Perfect for learning core deep learning architectures through code.

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deep-div/AI-ML-DL-DS-Playground

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🧠 Deep Learning Guides

Welcome to the Deep Learning Guides repository!
This repo is a curated collection of practical deep learning projects and code examples, built to help you understand and apply deep learning techniques effectively.

Each file contains standalone code — no theory dumps, just code that works.

🧰 What's Inside

  • ✅ Hands-on deep learning code examples
  • ✅ Real-world tasks using PyTorch, TensorFlow, and Keras
  • ✅ Clean, beginner-friendly implementations
  • ✅ Focused on practical use, not academic theory

🎯 Goal

This repository is built to:

  • Help you learn deep learning through code
  • Serve as a reference for common DL use cases
  • Provide ready-to-run scripts for personal or academic projects

🤝 Contributions

This is a personal repo. You’re welcome to fork it, use it, or suggest improvements via pull requests or issues.

Let me know if you're planning to organize your guides by framework (e.g., TensorFlow, PyTorch) or by topic (e.g., NLP, CV), and I can adjust the structure accordingly.

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A collection of simple and practical examples of ANN, CNN, and RNN models using PyTorch. Perfect for learning core deep learning architectures through code.

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