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Find the whole linear algebra series hereContinue reading on Medium »
PART 11: ORDINARY LEAST SQUARES (OLS)Continue reading on Medium »
How a transformation splits into independent componentsContinue reading on Towards AI »
In the previous article, we explored the dot product.Continue reading on Medium »
I just found out Brian Beckman and I got a patent on work we did for GSI Technology [1]. Nearly all the work I do is under an NDA, so I don’t often get a chance to talk about my pr...
Suppose you want to know the rank of an n × n matrix A, the number of linearly independent rows of A, or equivalently the number of linearly independent columns. There are at least...
The previous post discussed the motivation for and application of the rank-trace theorem. This post will give a proof. Suppose A is a real symmetric matrix. The rank-trace inequali...
NumPy and PyTorch Skills Every LLM Interview TestsContinue reading on Models to Systems »
Градиентный спуск — стандартный инструмент обучения нейросетей. Но с точки зрения линейной алгебры операция обновления весов выглядит некорректно: мы складываем вектор и ковектор....
PART 14: MULTICOLLINEARITYContinue reading on Medium »
Linear attention unlocks a matrix multiplication trick that standard attention can't use, but the speedup comes at a cost.Continue reading on Medium »
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