资源列表
Kmeans
- 基于聚类法的RBF网络设计算法，利用聚类法求取RBF网络中心，-The RBF network design algorithm based on clustering method, clustering method is used to calculate the RBF network center,
RON
- 基于资源优化网络的RBF网络设计，达到精简网络结构，提高网络泛化能力。 -RBF network based on the resource optimization of network design to simplify the network structure, improve the network generalization ability.
BPandxiaoboshenjingwangluo
- BP神经网络和小波神经网络MATLAB代码，可以对两者进行对比使用。-The BP neural network and wavelet neural network and MATLAB code, and can be used to contrast the two.
Matlabzifushibie
- 用Matlab神经网络实现的字符识别。可借鉴于数字识别等。-Matlab neural network of character recognition.Can be for reference in digit recognition, etc.
xiaoboshenjingwangluo
- 小波神经网络实现的时间序列预测，短时交通流量预测。-Wavelet neural network time series forecast, short-term traffic flow forecasting.
SVMshenjingwangluo
- SVM神经网络的数据分类和预测，用于葡萄酒种类分类。-The SVM neural network data classification and prediction for wine type classification.
JSvmLib
- SVM的java算法实现。可以跑通。support vector manchine and kNN分类的源代码.支持向量机是数据处理的比较良好的方法-The java SVM algorithm. You can run through.
NLMS_Adaptivefilter
- NLMS Adaptive filter for voice
Clustering.m
- K-clustering / Linkeage-K-clustering/Linkeage
BP-neural-network-training
- BP神经网络训练程序，可计算误差与学习速率，训练采用的拟合函数为Y=sin(X)\n，-BP neural network training procedures, fitting function Y = sin (X) \ n, calculate the error and learning rate,
Pattern_classification--2ed
- 机器学习、人工智能领域经典书籍，模式分类第二版-Machine learning, artificial intelligence, classic books, pattern classification, Second Edition
Foundations-of-Machine-Learning
- 机器学习基础，英文版，讲解了常用的机器学习算法-Machine learning foundation, in English, to explain the commonly used machine learning algorithms