python-algorithms-master
所属分类：Python编程
开发工具：Python
文件大小：1817KB
下载次数：7
上传日期：2017-12-08 16:14:56
上 传 者：
huangjd93
说明： python algrithms视频附例代码，
1. Log N Behavior
1.5 Big O SideBar
2. O(n log n) Behavior
3. Mathematical Algorithms
4. Brute Force Algorithms
5. KD Tree Data Structure
6. DepthFirstSearch
7. Seven All Pairs Shortest Path
8. Heap
9. Single-Source Shortest Path
(codes for python algorithms video
contents:
1. Log N Behavior
1.5 Big O SideBar
2. O(n log n) Behavior
3. Mathematical Algorithms
4. Brute Force Algorithms
5. KD Tree Data Structure
6. DepthFirstSearch
7. Seven All Pairs Shortest Path
8. Heap
9. Single-Source Shortest Path)
文件列表:
1. Log N Behavior (0, 2014-08-05)
1. Log N Behavior\binary.py (1124, 2014-08-05)
1. Log N Behavior\bst.py (3648, 2014-08-05)
1. Log N Behavior\naive insertInPlace.py (774, 2014-08-05)
1. Log N Behavior\test_module.py (1009, 2014-08-05)
1.5 Big O SideBar (0, 2014-08-05)
1.5 Big O SideBar\performance.py (1370, 2014-08-05)
2. O(n log n) Behavior (0, 2014-08-05)
2. O(n log n) Behavior\insertion.py (318, 2014-08-05)
2. O(n log n) Behavior\merge.py (1325, 2014-08-05)
2. O(n log n) Behavior\project_merge.py (4151, 2014-08-05)
2. O(n log n) Behavior\test_module.py (497, 2014-08-05)
3. Mathematical Algorithms (0, 2014-08-05)
3. Mathematical Algorithms\mathematical.py (3741, 2014-08-05)
3. Mathematical Algorithms\mathematical_project.py (362, 2014-08-05)
3. Mathematical Algorithms\test_mathematical.py (664, 2014-08-05)
4. Brute Force Algorithms (0, 2014-08-05)
4. Brute Force Algorithms\bruteForce.py (2062, 2014-08-05)
4. Brute Force Algorithms\project_bruteForce.py (3531, 2014-08-05)
5. KD Tree Data Structure (0, 2014-08-05)
5. KD Tree Data Structure\app.py (2331, 2014-08-05)
5. KD Tree Data Structure\app_nn.py (3632, 2014-08-05)
5. KD Tree Data Structure\kdtree.py (5060, 2014-08-05)
6. DepthFirstSearch (0, 2014-08-05)
6. DepthFirstSearch\ProposedChanges.txt (165, 2014-08-05)
6. DepthFirstSearch\graph.py (2342, 2014-08-05)
6. DepthFirstSearch\maze.py (4512, 2014-08-05)
6. DepthFirstSearch\test_graph.py (516, 2014-08-05)
7. Seven All Pairs Shortest Path (0, 2014-08-05)
7. Seven All Pairs Shortest Path\apsp.py (1468, 2014-08-05)
7. Seven All Pairs Shortest Path\project_apsp.py (1003, 2014-08-05)
... ...
python-algorithms
=================
This repository contains the code associated with the "Working With Algorithms In Python" Safari Video.
The order of the videos in the final short course is listed below
1. Log N Behavior
*. Big O SideBar
2. O(n log n) Behavior
3. Mathematical Algorithms
4. Brute Force Algorithms
5. KD Tree Data Structure
6. DepthFirstSearch
7. Seven All Pairs Shortest Path
8. Heap
9. Single-Source Shortest Path
Each module introduces a real-world problem and presents a Naive approach towards solving that problem.
Invariably one can do better, with the right data structure and elegant algorithm. Each module has a
corresponding problem that is either closely related, or which can be solved using a variation of the
algorithms developed for that module.
The "* Big O SideBar" module introduces terminology used to analyze the algorithms whose code is contained
in these modules.
All presentation slides used during the recording of the videos are found in the "Presentation Slides" folder as PDF documents.
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