📘 SOTA Implementation

A collection of research paper implementations mainly for learning purpose —
sometimes just the architecture, sometimes full projects.

I also share explanations via:

• 📝 [Blog]
• 🎥 [YouTube]

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🔍 What's Inside

Each folder typically includes:

• 📄 Paper reference
• 🧱 Model/code
• 📝 Blog link (if any)
• 🎬 Video walkthrough (if any)

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✅ Examples

• AlexNet – [Code] [Orginal Paper]
  

• VGGNet-16 – [Code] [Orginal Paper]
  

• U-Net – [Code] [Orginal Paper]
  

• Attention is all your need (Transformers) – [Code] [Orginal Paper] Implementation video: (coming soon)
  

• Simple LLM Tokenizer from scratch - [Code]
  

• Byte Pair Encoding from scratch -
  

• BackPropagation from scratch []()] [[] <
  

• Simple Gradient Descent (for maths) – [Code]
  

• Code | Blog | YT

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📬 Contributions

Suggestions & improvements are welcome!

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📄 License

MIT