ML & AI Knowledge Graph

🌐 Live site: cksajil.github.io/ml-knowledge-graph

An interactive, self-hosted knowledge graph for learning ML and AI — built as a static site deployable on GitHub Pages.

🎨 Domains (node colors)

Domain Key	Color	Use for
foundations	Green	Math, Stats, Python, SQL
ml-core	Blue	Classical ML algorithms
deep-learning	Purple	Neural nets, CNNs, PyTorch
nlp	Pink	Text, Transformers, LLMs, Agents
mlops	Orange	Docker, FastAPI, Deployment
tools	Yellow	Libraries, Kaggle, platforms
projects	Red	End-to-end portfolio projects

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Features

• Force-directed interactive graph with zoom/pan/drag
• Click any node → side panel with resources, video embeds, notes
• Filter by domain (color chips top-left)
• Search by concept name or description
• Level indicators (green=beginner, blue=intermediate, pink=advanced)
• Node size reflects number of connections (hub nodes are larger)
• "Leads to" and "Prerequisites" navigation between connected nodes
• Fully responsive, dark theme, zero dependencies beyond D3.js CDN

License

© Sajil C. K. — Licensed under CC BY-NC 4.0. Free to share and adapt with attribution. Not for commercial use.