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20200203098
project2
Commits
b0040e3a
Commit
b0040e3a
authored
5 years ago
by
TeacherZhu
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| 3月8日 (周日) 11:00AM | (直播-Paper)
<br>
第一篇论文讲解
<br>
Searching and Mining Trillions of Time Series Subsequences under Dynamic Time Warping ||||||
| 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
)
||||
|
TBD | (直播-Paper)|
<br>
第二篇论文讲解|
||||
|
TBD | (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
||||
|
TBD | (直播-Discussion)
<br>
机器学习回顾(2) | Linear SVM
讲解 |||||
|
TBD | (直播-Discussion)
<br>
生活中的优化问题 | 案例
讲解 |||||
|
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
||||
|
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) 3:30PM | (直播-Discussion)
<br>
生活中的优化问题 | 案例
讲解 |||||
|
3月15日 (周日) 5:00PM | (直播-Discussion)
<br>
机器学习回顾(2) | Linear SVM
讲解 |||||
| TBD | (直播-Lecture)
<br>
凸优化(2)| Lagrangian Duality,
<br>
KKT条件,
<br>
Complementary Slackness,
<br>
Non-linear SVM||||
| TBD | (直播-Discussion)
<br>
Duality | LP以及它的Dual,
<br>
QP以及它的Dual |||||
| TBD | (直播-Discussion)
<br>
Kernels | 核函数、
<br>
Mercer's Theorem |||||
...
...
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