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HuichuanLI/README.md

HuichuanLI

Hi there 👋

Hi 👋, I'm Huichuan LI

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  1. visible-algoritme-java visible-algoritme-java Public

    实现算法可视化使用java + swing<Play Data Structures in Java>. 《Java语言玩转数据结构》代码。

    Java 12 4

  2. play-with-data-structure-python play-with-data-structure-python Public

    使用python语言写数据结构与算法。线性搜索、选择排序、插入排序、栈,队列,循环队列、链表,链表实现栈,链表实现队列、递归、归并排序、快速排序、二分搜索、二分搜索树、集合 和 映射、堆、优先队列、冒泡排序、希尔排序、线段树、Trie字典树、并查集、AVL树、红黑树、哈希表、计数排序、LSD基数排序、MSD排序,桶排序、字符串匹配

    Python 37 10

  3. Recommand-Algorithme Recommand-Algorithme Public

    推荐算法实战(Recommend algorithm)

    Jupyter Notebook 140 26

  4. play-with-graph-algorithme play-with-graph-algorithme Public

    python实现的初级图论算法库:环检测问题,桥和割点,最小生成树,最短路径,欧拉路径,哈密尔顿路径,拓扑排序,最大流问题,匹配问题(匈牙利算法)

    Jupyter Notebook 44 9

  5. GraphNeuralNetWork GraphNeuralNetWork Public

    玩转图神经网络和知识图谱的相关算法:GCN,GAT,GAFM,GAAFM,GraphSage,W2V,TRANSe

    Jupyter Notebook 26 6

  6. play_with_machine_learning play_with_machine_learning Public

    numpy实现常用的的机器学习库,分类模型实现:KNN,LDA,LR,Decision Tree(ID3,C4.5,CART),RF,perception,SVM,Neural network,GBDT,Xgboost,Adaboost;回归模型实现 :LASSO,Ridge,LR,RF,Decision Tree(ID3,C4.5,CART);非监督模型 :PCA,Kmeans,SVD;概…

    Python 20