If you’re looking to deepen your knowledge and prepare for an NLP algorithm position, this guide is a valuable resource. It is designed for those with a basic understanding of NLP, offering a struc...

When trying to understand the relationship between perplexity and entropy, I searched through many resources on the Internet, but none provided a detailed formula derivation and understanding. Ther...

This is a straightforward introduction to probability theory, including combinatorial analysis, random variables, and more. 组合分析 计算一个事件发生结果的数目分析事件的概率 计数基本法则 乘法计数 排列 n个元素排列 $n!$ n个元素, $n_1$个不...