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20200519057
project2
Commits
1c8712f8
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1c8712f8
authored
Feb 21, 2020
by
TeacherZhu
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| 日期 | 主题 | 知识点详情 | 课件 | 相关阅读 | 其 他 | 作业 |
| 日期 | 主题 | 知识点详情 | 课件 | 相关阅读 | 其 他 | 作业 |
|---------|---------|---------|---------|---------|---------|---------|
|---------|---------|---------|---------|---------|---------|---------|
| PART 0 前期基础复习(机器学习与凸优化)|
| PART 0 前期基础复习(机器学习与凸优化)|
|
TBD
| (直播-Lecture)算法复杂度,动态规划,DTW | 时间/空间复杂度的分析、Master's Theorem(主定理), 递归程序的时间复杂度与空间复杂度、动态规划算法介绍、编辑距离的计算、DTW的技术与应用,Hamming Distance以及Semantic Hashing | |
[
[博客
]
十分钟搞定时间复杂度](https://www.jianshu.com/p/f4cca5ce055a)
<br/>
[
[博客
]
Dynamic Programming – Edit Distance Problem](https://algorithms.tutorialhorizon.com/dynamic-programming-edit-distance-problem/)
<br/>
[
[材料
]
Master's Theorem](http://people.csail.mit.edu/thies/6.046-web/master.pdf)
<br/>
[
Introduction to Algorithm (MIT Press)
](
http://ressources.unisciel.fr/algoprog/s00aaroot/aa00module1/res/%5BCormen-AL2011%5DIntroduction_To_Algorithms-A3.pdf
)
<br/>
|||
|
2月22日(周六) 10:00AM
| (直播-Lecture)算法复杂度,动态规划,DTW | 时间/空间复杂度的分析、Master's Theorem(主定理), 递归程序的时间复杂度与空间复杂度、动态规划算法介绍、编辑距离的计算、DTW的技术与应用,Hamming Distance以及Semantic Hashing | |
[
[博客
]
十分钟搞定时间复杂度](https://www.jianshu.com/p/f4cca5ce055a)
<br/>
[
[博客
]
Dynamic Programming – Edit Distance Problem](https://algorithms.tutorialhorizon.com/dynamic-programming-edit-distance-problem/)
<br/>
[
[材料
]
Master's Theorem](http://people.csail.mit.edu/thies/6.046-web/master.pdf)
<br/>
[
Introduction to Algorithm (MIT Press)
](
http://ressources.unisciel.fr/algoprog/s00aaroot/aa00module1/res/%5BCormen-AL2011%5DIntroduction_To_Algorithms-A3.pdf
)
<br/>
|||
| TBD | (直播-Discussion) 经典数据结构与算法 |Divide and Conquer技术以及应用|||||
| TBD | (直播-Discussion) 经典数据结构与算法 |Divide and Conquer技术以及应用|||||
| TBD | (直播-Discussion) 经典数据结构与算法 |哈希表,搜索树,堆(优先堆)|||||
| TBD | (直播-Discussion) 经典数据结构与算法 |哈希表,搜索树,堆(优先堆)|||||
| TBD |(直播-Lecture)逻辑回归与正则|逻辑回归模型,GD, SGD,Distributed SGD, 过拟合与正则, L1,L2, LASSO, Ridge Regression, Hyperparameter Tuning(Grid Search/Heuristic Search), ElasticNet||
[
Matrix Cookbook
](
https://www.math.uwaterloo.ca/~hwolkowi/matrixcookbook.pdf
)
<br/>
[
ElasticNet
](
https://web.stanford.edu/~hastie/Papers/elasticnet.pdf
)
<br/>
|||
| TBD |(直播-Lecture)逻辑回归与正则|逻辑回归模型,GD, SGD,Distributed SGD, 过拟合与正则, L1,L2, LASSO, Ridge Regression, Hyperparameter Tuning(Grid Search/Heuristic Search), ElasticNet||
[
Matrix Cookbook
](
https://www.math.uwaterloo.ca/~hwolkowi/matrixcookbook.pdf
)
<br/>
[
ElasticNet
](
https://web.stanford.edu/~hastie/Papers/elasticnet.pdf
)
<br/>
|||
...
...
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