资源列表
pytorch_cnn_example
- pytorch框架下，用Python语言编写的搭建简单的卷积神经网络简单。
kMeansCodeJava
- kmeans算法的java描述，我自己编写的，可以运行的-java kmeans algorithm descr iption, I am prepared, ready-to-run
dtw
- 一种基本的模式识别方法，进行了部分改进，简单实用，采用matlab仿真，经编译后无误。供大家学习参考
wnn
- 利用遗传算法优化BP神经网络 即用遗传算法代替BP网络中的训练函数
SimulateAnnealing
- 用于实现TSP的模拟退火实验 JAVA编写 适合初学 求解144城市最短路径-Simulated Annealing for the TSP to achieve the preparation of experimental JAVA 144 cities for beginners to solve the shortest path
dfa_ny
- 给出去趋势分析DFA方法的精确求解，应用于股票数据分析和气象要素场的长程相关性研究-Out trend analysis to the exact solution of DFA method applied to analysis of stock data and meteorological elements of market research and long-range correlation
SATSP
- 模拟退火解决tsp问题，可以解决500城市的问题，效果还不错-Tsp simulated annealing to solve problems, can solve the problem of 500 cities, the effect was not bad
JSPGA
- 采用遗传算法解决车间调度问题，算法采用matlab实现。-Shop scheduling using genetic algorithms to solve the problem, algorithm matlab implementation.
modfiyga
- 改进的遗传算法源程序，结合遗传算法的全局寻优能力和POWELL的局部优化，是寻优速度加快-improved genetic algorithm source, combining genetic algorithm optimization of the overall situation and the local optimization POWELL, optimizing speed
asa058
- 模式识别中的k-means处理程序。用k-means法对模式进行分类。-Pattern Recognition k-means handler. By k-means method for pattern classification.
kNNregression
- 机器学习kNN回归算法，是一个挺不错的机器学习算法值得借鉴-KNN regression machine learning algorithm, is a very good machine learning algorithm is worth learning
chapter_GA
- 利用GA优化SVM参数问题。利用gaSVMcgForClass函数对数据进行SVM最佳参数寻找。-Using GA to optimize the SVM parameter problem. GaSVMcgForClass function is used to analyse the data best parameters for SVM.