# Use-Python-to-Achieve

**Repository Path**: dimycc/Use-Python-to-Achieve

## Basic Information

- **Project Name**: Use-Python-to-Achieve
- **Description**: No description available
- **Primary Language**: Python
- **License**: MIT
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2023-11-02
- **Last Updated**: 2023-11-02

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# Use-Python-to-Achieve
[![python 3.7][python 3.7]](https://www.python.org/) [![jupyter notebook][jupyter notebook]](https://www.jupyte.org/)

使用python实现排序算法、数据结构、机器学习算法，以及编码的小技巧。。。。

# 目  录

## 1. 排序算法

1.1 [冒泡排序](https://github.com/lb971216008/Use-Python-to-Achieve/blob/master/Sorting/bubble_sort.ipynb)

1.2 [选择排序](https://github.com/lb971216008/Use-Python-to-Achieve/blob/master/Sorting/selection_sort.ipynb)

1.3 [插入排序](https://github.com/lb971216008/Use-Python-to-Achieve/blob/master/Sorting/insertion_sort.ipynb)

1.4 [快速排序](https://github.com/lb971216008/Use-Python-to-Achieve/blob/master/Sorting/quick_sort.ipynb)

1.5 [归并排序](https://github.com/lb971216008/Use-Python-to-Achieve/blob/master/Sorting/merge_sort.ipynb)

1.6 [希尔排序](https://github.com/lb971216008/Use-Python-to-Achieve/blob/master/Sorting/shell_sort.ipynb)

1.7 [堆排序](https://github.com/lb971216008/Use-Python-to-Achieve/blob/master/Sorting/heap_sort.ipynb)

1.8 [计数排序](https://github.com/lb971216008/Use-Python-to-Achieve/blob/master/Sorting/counting_sort.ipynb)

1.9 [基数排序](https://github.com/lb971216008/Use-Python-to-Achieve/blob/master/Sorting/radix_sort.ipynb)

1.10 [桶排序](https://github.com/lb971216008/Use-Python-to-Achieve/blob/master/Sorting/bucket_sort.ipynb)

1.11 [常见排序算法总结](https://github.com/lb971216008/Use-Python-to-Achieve/blob/master/Sorting/sorting_summary.md)

## 2.数据结构算法

2.1 数组

2.2 链表

- [单向链表](https://github.com/lb971216008/Use-Python-to-Achieve/blob/master/DataStructure/single_link_list.ipynb)
- [单向循环链表](https://github.com/lb971216008/Use-Python-to-Achieve/blob/master/DataStructure/single_cycle_link_list.ipynb)
- [双向链表](https://github.com/lb971216008/Use-Python-to-Achieve/blob/master/DataStructure/double_link_list.ipynb)
- [双向循环链表](https://github.com/lb971216008/Use-Python-to-Achieve/blob/master/DataStructure/double_cycle_link_list.ipynb)

2.3 栈和队列

- [栈](https://github.com/lb971216008/Use-Python-to-Achieve/blob/master/DataStructure/stack.ipynb)
- [队列](https://github.com/lb971216008/Use-Python-to-Achieve/blob/master/DataStructure/queue.ipynb)
- [双端队列](https://github.com/lb971216008/Use-Python-to-Achieve/blob/master/DataStructure/deque.ipynb)

2.4 递归

- [递归求和、求阶乘、进制转换、翻转字符串、斐波那契数列](https://github.com/lb971216008/Use-Python-to-Achieve/blob/master/DataStructure/recursion_part1.ipynb)
- [绘制螺线、绘制斐波那契螺旋线](https://github.com/lb971216008/Use-Python-to-Achieve/blob/master/DataStructure/recursion_part2.ipynb)
- [绘制分形树](https://github.com/lb971216008/Use-Python-to-Achieve/blob/master/DataStructure/recursion_part3.ipynb)
- [绘制谢尔宾斯基三角形](https://github.com/lb971216008/Use-Python-to-Achieve/blob/master/DataStructure/recursion_part4.ipynb)
- [绘制汉诺塔](https://github.com/lb971216008/Use-Python-to-Achieve/blob/master/DataStructure/recursion_part5.ipynb)
- [绘制迷宫路线求解](https://github.com/lb971216008/Use-Python-to-Achieve/blob/master/DataStructure/recursion_part6.ipynb)
- [找零硬币最少问题](https://github.com/lb971216008/Use-Python-to-Achieve/blob/master/DataStructure/recursion_part7.ipynb)
- [绘制希尔伯特曲线](https://github.com/lb971216008/Use-Python-to-Achieve/blob/master/DataStructure/recursion_part8.ipynb)
- [绘制科赫雪花](https://github.com/lb971216008/Use-Python-to-Achieve/blob/master/DataStructure/recursion_part9.ipynb)

2.5 查找

- [顺序查找](https://github.com/lb971216008/Use-Python-to-Achieve/blob/master/DataStructure/sequence_search.ipynb)
- [二分查找](https://github.com/lb971216008/Use-Python-to-Achieve/blob/master/DataStructure/binary_search.ipynb)
- [插值查找](https://github.com/lb971216008/Use-Python-to-Achieve/blob/master/DataStructure/insertion_search.ipynb)
- [斐波那契查找](https://github.com/lb971216008/Use-Python-to-Achieve/blob/master/DataStructure/fibonacci_search.ipynb)
- 树表查找
  + 平衡查找树之二叉树(BinarySearch Tree)
  + 平衡查找树之2-3查找树（2-3 Tree）
  + 平衡查找树之红黑树（Red-Black Tree）
  + 平衡查找树之B树和B+树（B Tree/B+ Tree）

- [分块查找](https://github.com/lb971216008/Use-Python-to-Achieve/blob/master/DataStructure/block_search.ipynb)
- [哈希查找](https://github.com/lb971216008/Use-Python-to-Achieve/blob/master/DataStructure/hash_search.ipynb)

2.6 散列表

2.7 字符串

2.8 [二叉树](https://github.com/lb971216008/Use-Python-to-Achieve/blob/master/DataStructure/binary_tree.ipynb)

2.9 堆

2.10 图

2.11 回溯

2.12 分治

2.13 动态规划

## 3.机器学习算法

3.1 感知机

3.2 k近邻法

3.3 朴素贝叶斯

3.4 决策树

3.5 逻辑斯谛回归

3.6 支持向量机

3.7 提升方法

3.8 EM算法及其推广

3.9 隐马尔可夫模型

3.10 条件随机场

## 联系我们

[![个人博客网站][blog]](http://www.bling2.cn/) ![qq群][qq]

*知乎专栏*：[https://zhuanlan.zhihu.com/Use-Python-to-Achieve](https://zhuanlan.zhihu.com/Use-Python-to-Achieve)

*小专栏*：[https://xiaozhuanlan.com/Use-Python-to-Achieve](https://xiaozhuanlan.com/Use-Python-to-Achieve)

*博客园*：[https://www.cnblogs.com/Use-Python-to-Achieve](https://www.cnblogs.com/Use-Python-to-Achieve)

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