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Cycle Analytics
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20200913015
course-info
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39ea28a8
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39ea28a8
authored
Jun 29, 2020
by
TeacherZhu
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@@ -26,7 +26,6 @@
| TBD | (直播-Discussion) 问答系统的搭建:完整流程,相似度匹配,排序,文本预处理等||||
| 7月5日(周日) 10:30AM | (直播-Lecture6) |
<br>
SkipGram(重点讲解), CBOW, Glove, MF,Gaussian Embedding, 语言模型以及各类Smooting技术|||||
| TBD | (直播-Discussion)
<br>
SkipGram源代码解读|包括Huffman树等优化细节|||||
| TBD | (直播-Discussion)
<br>
第一次作业讲解||||||
| TBD | (直播-Paper)
[
Evaluation methods for unsupervised word embeddings
](
https://www.aclweb.org/anthology/D15-1036.pdf
)
<br>
|||||
| 7月12日(周日) 10:30AM | (直播-Lecture7)
<br>
EM算法和HMM |Em算法
<br>
Em收敛性
<br>
Em算法在高斯混合模型中的应用
<br>
HMM算法的引入
<br>
HMM中的概率计算
<br>
HMM中的学习(Baum-Welch算法)
<br>
HMM的预测问题(Viterbi算法)|||||
| TBD | (直播-Discussion)
<br>
代码实战:如何基于HMM实现词性分析器?(POS tagger)||||||
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