资源列表
kMeans
- 实现聚类，预测数据，在教育行业十分有帮助(The basic idea of KMeans algorithm is that the initial random given K cluster centers, according to the nearest neighbor principle, the sample points are divided into different clusters. Then, the centroid of each cluster is comp
bp
- 一种BP神经网络的PYTHON代码，可用于简单预测等(A BP neural network PYTHON code)
genetic algorithm
- 用遗传算法求解TSP问题，包含选择，交叉，变异算子。迭代效率较高(The genetic algorithm is used to solve the TSP problem, including selection, crossover and mutation operators. The iterative efficiency is higher)
Kmeans
- 基于java语言实现的kmeans聚类算法，还是很靠谱的(kmeans cluster realize based on java)
rbf
- 实现径向基神经网络的matlab预测，较好的完成了神经网络的预测控制性能。(Matlab prediction of radial basis function neural networks)
05728148
- This paper presents neural networks based approach for estimation of the control and operating parameters of Statcom used for improving voltage profile in a power system, which is emerging as a major problem in the day-to-day operation of stresse
《机器学习算法原理与编程实践》_
- 机器学习算法原理与编程实践，书中含有每个编程实践的源代码。(Machine learning algorithms and practices)
第二讲 数据挖掘概述
- 详细介绍了数据挖掘的几种方式，以及应用场景，适合初学者(Details of several ways of data mining, as well as application scenarios, suitable for beginners)
googlenet_places205.tar
- 是GoogLeNet在placesCNN205数据集里迭代模型，用于识别物体或fine tune自己的网络模型(This model is made by GoogLeNet and it has been in s steady accuracy in placesCNN205 dataset. This object can be used in struct detections or fine tune your own network.)
mcs-51
- 单片机应用成语 能不能用你自己猜 猜猜看游戏(ni naid nid kjfksdf a dheool)
omp
- 用MATLAB实现 OMP算法，可以利用此算法去解决通信及其它领域中的一些问题。(achieve OMP algorithm by matlab)
GA
- 简单的遗传算法实现，选择，交叉，变异，适应度函数，种群的初始化等(Simple genetic algorithm implementation, selection, crossover, mutation, fitness function, the initialization of population and so on)