资源列表
neural-networks-and-deep-learning-master
- 神经网络与深度学习相关代码 mnist数据集(neural-netword and deep-learning)
BP_Hidden
- 用BP神经网络对已经处理好的语音数据进行分类(Classification of processed voice data with BP neural network)
ga_main
- 遗传算法求解问题的一个实例，运行结果会显示所求函数的最大值，与迭代、函数曲线图(Genetic algorithm is an example of solving problems, and the results can show the maximum value of the function, and the iteration and function curve)
Statistic
- 批量导入某一个文件夹下的全部txt文件，用来导入仓库数据为矩阵，并进行数值统计，计算。(The batch import of all txt files under a folder is used to import warehouse data as a matrix for post processing.)
牛顿迭代代码
- 通过牛顿迭代法实现求一个函数在区间内的所有根(All the roots of a function in the interval are obtained by the Newton iterative method)
Flow-Field-PathFinding-master
- 基于OpenGL 的用C++实现的多人寻路流场算法(OpenGL based multiplayer routing flow field algorithm implemented by C++)
lua for flow field algorithm
- 用lua语言实现的多人寻路流场算法，这个工程基于cocos2dx框架(The multiplayer routing algorithm implemented in Lua language, which is based on the cocos2dx framework)
jibenBP
- 实现基本的反向传播神经网络算法，利用matlab对其进行编程实现(Realize the basic back propagation neural network algorithm, using matlab to program its implementation)
xcluster-master
- SIGKDD2017上的文章，该算法适合数据集类簇数和数据条目都比较大的情况，聚类效率高(It is suitable for large number of data categories and data items, and the efficiency of clustering is high)
新建文件夹
- K均值算法 简单的模式识别的算法 有详细的代码解释(Kmeans K mean algorithm simple pattern recognition algorithm has detailed code interpretation)
Fast-Kurtogram
- 快速谱峭度算法，好用，平时自己用的代码，推荐(An efficient fast Spectral Kurtosis Algorithm)
BP
- 应用BP神经网络进行实际问题的应用，期望与实际的对比(the application of BP neural network to solve practical problems)