夏令营面试准备

今天是在上海中科院夏令营的第一天， 还是有迷茫；😕

我准备主要就开设两门课程：

目前可以选择的路：

• 考研
• 找工作
• 留学

机器学习和深度学习教程 – 李宏毅（笔记与个人理解）

本课程是学校课程之一，正好自己比较感兴趣然后就多学了一些（主要还是听不懂学校老师讲的……:joy: ）

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算法学习笔记

本笔记主要记录一些算法学习过程中的记录和学习疑难点，并非学习资源

学习资源推荐：

https://www.hello-algo.com/chapter_preface/about_the_book/#012

nlp 课程设计

本课设为TYUT 设立的NLP 课设的答辩讲稿与设计流程实现

GloVE

概述与引言：

Recent methods for learning vector space representations of words have succeeded in capturing fine-grained semantic and syntactic regularities using vector arithmetic, but the origin of these regularities has remained opaque. We analyze and make explicit the model properties needed for such regularities to emerge in word vectors. The result is a new ==global log-bilinear regression model== that combines the advantages of the two major model families in the literature: global matrix factorization and local context window methods. Our model efficiently leverages statistical information by ==training only on the nonzero elements in a word-word co-occurrence matrix==, rather than on the entire sparse matrix or on individual context windows in a large corpus. The model produces a vector space with meaningful substructure, as evidenced by its performance of 75% on a recent word analogy task. It also outperforms related models on similarity tasks and named entity recognition.

hello word

第一章

需要测试一下常见的数学公式 and md语法

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