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Project Archive
Every build gets a lab note — real code, real data, read it end to end. From the autograd engine and the code-reading TUI to the daily AGI research log. All of it on GitHub, all of it open.
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Public lab notebook — committed daily since September 2026. Linear algebra, calculus and probability from axioms → neural nets and backprop in pure NumPy (SGD through Adam) → now CNNs, Transformers and PyTorch. No shortcuts.
micrograd_hk
A tiny autograd engine on NumPy — a Value graph with vectorised backprop and gradient descent, written before touching a framework. Inspired by micrograd, but matrix-driven: pip install micrograd_hk, Colab demo included.
peek
htop for codebases — understand any repo in five seconds. Languages, size and structure in one screen: pip install peek-code && peek .
inkdown
Notion for Markdown — write in a clean editor, ship plain .md files. Local-first desktop app: no account, no lock-in.
practice_code
60+ Python solutions for algorithms and data structures, grouped by topic. Each notes time and space. Fork it, add your approach, open a PR.
pkg_jupy
Jupyter experiments that grew up — small Python packages, utility notebooks and visualisation scratches. Open for issues and PRs.