自然语言处理 拼写检查python源代码

this is a particle swarm optimization code for python users. this code demonstrate how python can be used in optimization process

禁忌搜索法对初始解、邻域个数及禁忌列表的大小等参数有比较严格的要求, 这些参数直接影响着算法的优化能力。文章提出了一种改进的禁忌搜索法, 它用有效空间来压缩搜索范围, 这样可以提高搜索效率和全局搜索能力。用短期和长期禁忌列表存储器来保证算法能搜索到全和分局空间的每一点, 并且不重复搜索。经过验算析, 证明它是一种较好的全局启发式搜索法.(Tabu search method, the initial solution, neighborhood and tabu list size of the number of parameters such as have more stringent requirements, these parameters directly affect the ability to optimize the algorithm. This paper presents an improved tabu search method, it is used effectively to compress the search space, so that can improve search efficiency and global search capabilities. Short-term and long-term memory tabu list to ensure the algorithm can search the whole and the sub-space, each point, and do not repeat the search. After checking analysis to prove that it is a good global heuristic search method.)

说明：  可直接用于ifc识别，提取信息的安装包。适用于windows系统，python版本为3.7(Identify IFC information)

说明：  按照自顶向下和自底向上分析时间序列趋势和转折点(Found the turning point from bottom to the top and from top to the bottom)

通过python语言实现，利用遗传算法求解二元函数最大值(Using Python language and genetic algorithm to solve the maximum of binary function)

说明：  Nussinov算法，预测rna二级结构(This program implements Nussinov algorithm on predicting RNA structure from RNA sequence using dynamic programming approach. The baisic idea is similiar with Smith-Waterman algorithm, obtaining optimal result about predicting RNA secondary structure. This program is able to deal with "bulge","hairpin loop" efficiently but can not handle "pseudoknot . )

【实例简介】使用python调用opencv打开本地摄像头

说明：  开启本地HTTP服务，并可以自定义端口，任意文件下载(Open the local HTTP service, and you can customize the port and download any file.)

运用python自动生成古诗，内含数据处理和模型训练的模块(Poem generation by python with data pre-processing and training model in it which uses LSTM model.)

深度学习算法实践源码