A collection of research paper implementations mainly for learning purpose —
sometimes just the architecture, sometimes full projects.
I also share explanations via:
Each folder typically includes:
- 📄 Paper reference
- 🧱 Model/code
- 📝 Blog link (if any)
- 🎬 Video walkthrough (if any)
-
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]
Suggestions & improvements are welcome!
MIT