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chenglu66's Projects

adaboost icon adaboost

利用相似的分类器来提高分类性能

cookbook icon cookbook

A repository of machine learning codes written for re-usability

data-analysis icon data-analysis

基于自构造函数的特征提取评分项目(缺失值处理,单变量相关性分析,特征评分,降维)

decision-tree icon decision-tree

介绍决策树的基本实现方法,附带数据(ID3,剪枝,回归数,模型树)

hmm icon hmm

基于HMM的输入法

knn icon knn

基于KNN的约会网站分类效果提高

llm-tuning icon llm-tuning

Tuning LLMs with no tears💦, sharing LLM-tools with love❤️.

lr icon lr

基于LR的优化方法:梯度下降法,随机梯度下降法,牛顿法,LBFGS,BFGS

lstm icon lstm

使用全宋词训练写诗机器人

prml icon prml

PRML algorithms implemented in Python

read-data icon read-data

利用python读取,数据库,ecxel,txt文件,并找出缺失值,以NAN代替

search icon search

二分查找,最坏线性时间查找

sort icon sort

常见排序的python实现

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