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Cycle Analytics
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20200203098
project2
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e88972a5
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e88972a5
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5 years ago
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@@ -13,10 +13,10 @@
| TBD | (直播-Lecture) XGBoost | XGBoost核心算法讲解||||
| TBD | (直播-Discussion)Ensemble模型实战|GBDT, XGBoost, LightGBM|||||
| TBD | (直播-Paper)|第二篇论文讲解|||||
| TBD | (直播-Lecture) 凸优化(1)| 凸集,
凸函数、判定凸函数、LP Problem, QP Problem,
非凸函数问题||||
| TBD | (直播-Lecture) 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) 机器学习回顾(2) | Linear SVM讲解 |||||
| TBD | (直播-Discussion) 生活中的优化问题 | 案例讲解 |||||
| TBD | (直播-Lecture) 凸优化(2)| Lagrangian Duality,
KKT条件,Complementary Slackness,
Non-linear SVM||||
| TBD | (直播-Discussion) Duality | LP以及它的Dual, QP以及它的Dual |||||
| TBD | (直播-Discussion) Kernels | 核函数、Mercer's Theorem |||||
| TBD | (直播-Lecture) 凸优化(2)| Lagrangian Duality,
<br>
KKT条件,
<br>
Complementary Slackness,
<br>
Non-linear SVM||||
| TBD | (直播-Discussion) Duality | LP以及它的Dual,
<br>
QP以及它的Dual |||||
| TBD | (直播-Discussion) Kernels | 核函数、
<br>
Mercer's Theorem |||||
| PART 1 自然语言处理基础|
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