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德才's Projects

adaboost icon adaboost

根据李航《统计学习方法》实现的adaboot算法

cluster icon cluster

基于《集体智慧编程》实现的k-means聚类，层次聚类算法

decisiontree icon decisiontree

根据《集体智慧编程》实现的决策树模型，包括信息增益，基尼不纯度的划分方式，包括剪枝过程

em icon em

根据李航《统计学习方法》实现的em算法,高斯混合模型

genetic icon genetic

基于《集体智慧编程》实现的一些遗传编程算法，个人认为遗传编程真的很有趣

knnpredict icon knnpredict

根据《集体智慧编程》实现的近邻预估

lx_rbtree icon lx_rbtree

lx_rbtree是用c语言实现的红黑树。算法参考了Cormen, Leiserson and Rivest写的《算法导论》（第三版）

lxlib icon lxlib

一些常用功能的基础库

lxlog icon lxlog

一个用C语言编写的支持线程安全和进程安全的log模块

optimization icon optimization

基于《集体智慧编程》实现的爬山法，退火法，基于遗传的优化等各种优化方法

searchengineer icon searchengineer

根据《集体智慧编程》实现的一个小型的搜索引擎，包括page rank算法和BF 神经网络算法的实现

svm icon svm

线性分类，非线性分类，svm的使用

user_recommendation icon user_recommendation

根据《集体智慧编程》实现的基于人的推荐和基于物的推荐算法，以及基于非负矩阵因式分解来寻找独立特征的算法

ym icon ym

根据李航《统计学习方法》实现的隐马尔科夫模型，包括模型训练及使用

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