资源列表
bp
- 一种BP神经网络的PYTHON代码，可用于简单预测等(A BP neural network PYTHON code)
pso
- matlab PSO智能算法程序,包含完整的算法和详细步骤(MATLAB PSO Application)
yichuan
- 解决路径寻优问题的遗传算法，经过相对路径寻优的问题进行改进的算法，提高算法运行速度(Genetic algorithm for solving path optimization problem)
改进遗传算法
- 改进的遗传算法，求解路径寻优的问题，加快了寻找全局最优解的速度(The improved genetic algorithm solves the problem of path optimization and accelerates the speed of finding the global optimal solution)
CNN_impl
- cnn算法的手写实现，教你如何一步一步实现cnn算法，理解cnn原理(CNN algorithm handwritten realization, teach you how to step by step to achieve the CNN algorithm, understand the CNN principle)
text classfication
- 朴素贝叶斯文本分类的简单案例，了解朴素贝叶斯的算法实现过程(Naive Bayes text classification of simple cases, to understand the naive Bayes algorithm implementation process)
神经网络
- 神经网络，用来预测课程的销量。。。。。。(Neural network, used to predict the sales of the course.)
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)