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a fresh 100-page book on Matrix Calculus (for ML and beyond) is now available for free on arxiv, based on MIT lectures.
> derivatives and jacobians
> derivatives in general vector space
> nonlinear optimizations
> derivatives of random functions
if you're in CS/ML, this is gold... See more


deepseek 大战 o1,深度思考能力测试实例:“语言腐败导致思维败坏”的LLM 证据?
看到海内外狂赞deepseek r1,想起o1 在语言上的超群表现,忍不住把最近一个 o1 prompt发给了deepseek。
答案让我不敢相信自己的眼睛。我完全无法理解发生了什么。deepseek 内部的心理活动是什么?
你们自己看吧!这得学了多少xx,语言才能腐败、思维才能混乱到这个程度🤣
i live my life this way. almost every day is full of multiple tiny interactions with no aim beyond a hello, a how are you, a smile and then i continue on my way
it makes me happier. introduces incredible adventures into my life, makes me feel like i’m surfing my way through my day and seems to make other people happy in... See more
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