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20200519057
project2
Commits
4312756d
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4312756d
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Mar 18, 2020
by
1468327147
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@@ -13,7 +13,7 @@
| 3月8日 (周日) 3:30PM | (直播-Discussion)
<br>
Ensemble模型实战|GBDT, XGBoost, LightGBM|
[
课件
](
http://47.94.6.102/NLPCamp6/course-info/blob/master/%E8%AF%BE%E4%BB%B6/0308nlp6Ensemble%E5%AE%9E%E6%88%98-%E9%9B%86%E6%88%90%E5%AD%A6%E4%B9%A0.pptx
)
|||
| 3月8日 (周日) 5:00PM | (直播-Discussion)
<br>
机器学习回顾(1) | 决策树,随机森林 |
[
课件
](
http://47.94.6.102/NLPCamp6/course-info/blob/master/%E8%AF%BE%E4%BB%B6/0308%E6%9C%BA%E5%99%A8%E5%9B%9E%E9%A1%BE%EF%BC%881%EF%BC%89%E4%B9%8B%E5%86%B3%E7%AD%96%E6%A0%91%E5%92%8C%E9%9A%8F%E6%9C%BA%E6%A3%AE%E6%9E%97.pptx
)
||||
| 3月14日(周六) 10:00AM | (直播-Lecture)
<br>
凸优化(1)| 凸集,
<br>
凸函数、
<br>
判定凸函数、
<br>
LP Problem,
<br>
QP Problem,
<br>
非凸函数问题|
[
Lecture4
](
http://47.94.6.102/NLPCamp6/course-info/tree/master/%E8%AF%BE%E4%BB%B6/0314
)
||
[
如何上传小作业
](
http://47.94.6.102/NLPCamp6/course-info/wikis/%E5%A6%82%E4%BD%95%E5%86%99%E5%B0%8F%E4%BD%9C%E4%B8%9A
)
|
[
小作业1
](
http://47.94.6.102/NLPCamp6/course-info/tree/master/homework1
)
Out 截止日期:3月22日(周日)北京时间 23:59PM, 上传到gitlab|
| 3月15日(周日) 11:00AM | (直播-Paper)
<br>
第二篇论文讲解
<br>
From Word Embeddings To Document Distances|||||
| 3月15日(周日) 11:00AM | (直播-Paper)
<br>
第二篇论文讲解
<br>
From Word Embeddings To Document Distances||
[
课件
](
http://47.94.6.102/NLPCamp6/course-info/blob/master/%E8%AF%BE%E4%BB%B6/0318/%20paper2.pptx
)
|||
| 3月15日 (周日) 3:30PM | (直播-Discussion)
<br>
生活中的优化问题 | 案例讲解 |
[
课件
](
http://47.94.6.102/NLPCamp6/course-info/blob/master/%E8%AF%BE%E4%BB%B6/0315%E4%BC%98%E5%8C%96%E9%97%AE%E9%A2%98.pptx
)
||||
| 3月15日 (周日) 5:00PM | (直播-Discussion)
<br>
机器学习回顾(2) | Linear SVM讲解 |
[
课件
](
http://47.94.6.102/NLPCamp6/course-info/blob/master/%E8%AF%BE%E4%BB%B6/0315%E6%9C%BA%E5%99%A8%E5%AD%A6%E4%B9%A0%E5%9B%9E%E9%A1%BE%EF%BC%882%EF%BC%89Linear%20SVM.pptx
)
||||
| 3月21日(周六) 10:00AM | (直播-Lecture)
<br>
凸优化(2)| Lagrangian Duality,
<br>
KKT条件,
<br>
Complementary Slackness,
<br>
Non-linear SVM||||
...
...
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