Machine Learning Math Foundation (review)

2026年8月13日

A working review of the mathematics I actually use when reading papers and writing training code. The goal is a compromise: definitions precise enough that nothing is hand-waved, but always followed by the engineering reading — what the object is in memory, what it costs, and how it fails numerically.

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