PyTrees Are Not One Thing: JAX, PyTorch, and TensorFlow Compared
PyTrees look deceptively simple. You flatten a nested Python object into leaves, keep a structure descriptor, and later rebuild or map over the same s…
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Building PROTO RECON — From Vague Idea to a Browser-Based Tactical HUD
Introduction This post walks through how PROTO RECON — an experimental app that combines phone sensors with in-browser ML — evolved from pre-coding re…
Building a Stock Advisor on a Coral Dev Board: From Edge TPU Bugs to Working TPU Inference
A few months ago I set out to answer a simple question: can I build a scientific framework for deciding when to sell my Google RSUs instead of making …