资源列表
shenjingwangluo
- 神经网络的相关资料，主要涉及算法分类的问题解决(Neural network related information, mainly related to the problem of algorithm classification)
案例17 SOM神经网络的数据分类--柴油机故障诊断
- 基于SOM神经网络的数据分类实例，用于柴油机故障诊断(An example of data classification based on SOM neural network for fault diagnosis of diesel engine)
cnn
- matlab包，卷积神经网络函数，用于数据预测，分类以及识别(Convolution neural network functions for data prediction, classification and identification)
QAP-ACO
- ACO codes for QAP problem Matlab code
ACO for Binary Knapsack Problem
- ACO for Traveling SP problem codes in matlab
kernelBP_chol
- 针对图像的基于核置信传播的分类器，具有收敛速度快，精度高的优点。(This is a sample code for Kernel Belief Propagation Classifier for images.)
改进势场
- 基本人工势场路径规划的MATLAB语言实现(Implementation of path planning for basic artificial potential field using MATLAB language)
小波神经网络预测timeseries
- 关于小波神经网络的matlab 源程序，对于考虑利用小波神经网络进行预测的，可以考虑一下。(.Wavelet neural network on the matlab source code, for considering the use of wavelet neural network prediction, you can consider.)
flnshloop
- 用C++实现费诺编码 通过输入一系列的概率值得到最优化的输出()
基于BP神经网络的函数拟合与模式识别的Matlab程序
- 基于BP神经网络的函数拟合与模式识别的matlai代码(Function Fitting and Pattern Recognition Based on BP Neural Network)
ClassicalMachineLearning
- 几个经典算法的实现，例如决策树，支持向量机，还有单层感知机等(Several classical algorithms are implemented, such as decision tree, support vector machine, and single layer perceptron)
Artificial potential field method
- 应用改进的人工势场法进行机器人的路径规划，加入避障功能。(The improved artificial potential method is applied to the path planning of the robot, and the obstacle avoidance function is added.)