资源列表
fpGrowth
- 经典FP-tree 算法的优化，纯python 实现，适用于频繁模式的挖掘和关联规则的发现-Optimization of classical FP-tree algorithm, pure Python implementation, suitable for mining frequent pattern and association rule discovery
gabasedonmatlab
- ga 基于matlab，遗传算法，两点交叉，二进制编码，可显示中间过程。-ga based on matlab
M-PSO
- 在粒子群算法的基础上进行改进的动态粒子群寻优算法，对于动态环境可以完成有效寻优，跟踪动态极值-On the basis of improved particle swarm optimization dynamic particle swarm optimization algorithm for dynamic environment optimization can be done effectively, track dynamic extremes
interval-neural-network
- 区间神经网络matlab源程序，非常好用，是区间BP神经网络-interval neural network ，BP, matlab
CA
- 改进文化差分算法，用于LP，NLP,MILP,MINLP数学模型的求解-Improved cultural difference algorithm for solving LP, NLP, MILP, MINLP mathematical models
BPwinsorter
- 本程序采用自己编写的一个三层BP神经网络来训练一个葡萄酒分类模型，数据放在data.dat中，包含178个13维的葡萄酒数据样本，取其中的138个样本作为训练样本，40个样本作为测试样本-The program uses I have written a three BP neural network to train a wine classification model, data on data.dat the wine contains 13 178 data samples dimen
Pengemudian-Motor
- hybrid PID Fuzzy for control 3 phase induction motor speed
rbmtrain
- 受限玻尔兹曼机的训练程序，开发环境是MATLAB，受限玻尔兹曼机是深度学习理论中非常有用的一个预训练环节-Restricted Boltzmann machine training procedures, development environment is matlab, restricted Boltzmann machine is the depth of learning theory are very useful in a pre training links
Hopfield_1
- Hopfield 神经网络优化方法用于求解旅行商TSP问题的MATLAB程序-MATLAB program Hopfield neural network optimization method for solving the traveling salesman problem TSP
hog
- 亲测可用，注释完全，简练易懂，用于提取HOG特征-Close test available, comments completely, concise and easy to understand, used to extract characteristics of HOG
BN_creat
- 本程序是贝叶斯网络应用到神经影像数据的程序，将脑区的平均体素值作为节点，构件贝叶斯网络-This procedure is applied to the Bayesian network neuroimaging data program, will mean voxel value of brain regions as nodes, member Bayesian network
PCA
- PCA的matlab实现，附件中有代码注释、测试数据和说明文件。-PCA matlab implementation annex in code comments, test data and documentation.