资源列表
bpnetwork
- bp神经网络算法的Java语言实现，包含多个版本的改进，参考了现有bp神经网络的科研成果。-it is an implement of bp-network in Java .there are several editions in the package .when build it ,we have citing lots of advanced research about it .
apriori2
- 数据挖掘算法apriori的Java实现，能够有效的进行频繁项集的统计和规则生成-Apriori data mining algorithm Java implementation, can effectively carry out the statistical and rule generation of frequent itemsets
fp-growth-crf3
- fpgrowth算法的Java实现，可以生成决策树，使用了Java中的jtr-Fpgrowth algorithm Java implementation, you can generate decision trees, the use of JTree in the Java
id3
- 数据挖掘中经典算法id3的Java实现，包括信息熵的实现等。-Data mining in the classic algorithm Java ID3 implementation, including the realization of the information entropy.
bayesian_network5
- 贝叶斯网络的实现，主要是训练过程，实现了k2算法-Bias network implementation, mainly the training process, the realization of the K2 algorithm
Multi-Kernel-xxgh
- 多核RBF神经网络建模预测模型，实现六个核函数的多元回归集成-RBF function
PSO
- PSO粒子群算法，用于求解最优化问题.里面包含了pso工具箱的使用介绍以及一些例子。-PSO particle swarm algorithm for solving optimization problems. Pso toolbox which contains the introduction and use of some examples.
neural-network-
- matlab里面神经网络工具箱的例子锦集，主要包括了bp神经网络，随机神经网络、自组织竞争神经网络、径向基函数网络。-Inside matlab neural network toolbox Jinji examples, including the bp neural networks, Stochastic neural networks, since neural network, radial basis function network organization competition
矩阵算法集
- 矩阵算法集，内容很丰富广泛，可下载学习参考
Fish
- 模拟生物种群鱼群的觅食行为，让人工鱼直接移动到较优位置。解决多维非线性多目标优化问题-Simulate the foraging behavior of biological populations of fish, let the fish move directly to artificial optimum position. Solve multidimensional nonlinear multi-objective optimization problem
perceptron
- 自己编写的用感知器算法分类UCI数据集中的iris数据集-UCI classification by perception algorithm dataset iris data set
NF
- 用matlab编写的快速纽曼算法，用于社团检测，对于不太复杂的网络分类效果很好-Prepared using matlab Newman fast algorithm for detecting community, for less complex network classification works well