资源列表
Hopfield
- Hopfield的TSP问题，MATLAB代码例程，完美演示路径寻优决策(about the Hopfield to solve TSP problem)
Ant_TSP
- 基于蚁群算法的旅行商问题，matlab源代码，带功能说明(Ant colony algorithm for traveling salesman problem matlab source code)
GMM
- 高斯混合模型，通过EM算法迭代得出，可用于语音识别，图像识别等各种领域(Gauss mixture model is iteratively obtained by EM algorithm, and can be used in various fields such as speech recognition and image recognition)
LDAfenlei
- 此程序主要用来对iris数据集进行分类，主要训练二分类器。(This program is mainly used to classify iris data sets)
genetic algorithm
- 多种群遗传算法，通过matlab编程，实现模拟生物进化的过程，对现实中的问题进行优化(Genetic algorithm to solve optimization problems)
BP-network-master
- BP神经网络进行编程实例，两输入两隐含单元一输出.(BP neural network programming examples, to predict data tasks.)
MachineLearning_Steps.py
- python做机器学习的基本步骤，包括了数据收集，数据归一化，数据的特征值选择，最后使用几个算法进行测试(The basic steps for machine learning with Python)
weather2
- 实现通过微信扫码就能将天气预报发送至手机微信上的功能(Implement WeChat sweep yards of weather forecast)
com_test
- 关于MATLAB GUI 串口通信的调试程序(About MATLAB GUI serial communication debugger)
main
- 基于深度学习框架keras的一个实验例子，简易CNN模型(Based on the depth learning framework keras an experimental example, a simple CNN model)
感知机
- 本代码用基本方式实现了感知机，还采用对偶的方式生成感知机模型~(This code uses the basic way to realize the perception machine, and also uses the dual way to generate the perceptron model ~)
RBF神经网络的训练 MATLAB源程序代码
- RBF神经网络的训练 MATLAB源程序代码(RBF neural network training MATLAB source code)