资源列表
K-means_C
- 聚类算法，由自己独立完成，适合初学机器学习的新手。-Kmeans++ Designed For Clustering，Written By Myself，Easy For Those Who Starts to learn Machine Learning
PSOCPP2
- pso微粒群算法的实现，使用c++编写，利用了面向对象的方式，具备很高的可读性-Achieve pso particle swarm algorithm, using c++ prepared using an object-oriented manner, with high readability
GA
- GA遗传算法的实现，使用c++编写，利用了面向对象的方式，具备很高的可读性-Achieve GA GA, use c++ prepared using an object-oriented manner, with high readability
GA
- 遗传算法简单的求解y xsin(10pix)+2的matlab程序-Simple genetic algorithm (ga) to solve y xsin(10pix)+2 with matlab
Q-Learning-Example-1
- Q-学习是一种重要的强化学习方法，提供一个Q-学习做路径规划的例子，初学者可以通过代码学习Q-学习的原理。-Q- learning is an important reinforcement learning methods, to provide an example of Q- learning to do path planning, beginners can learn the principles of Q- code.
pso
- PSO的优势在于简单容易实现并且没有许多参数需要调整。目前已广泛应用于函数优化，神经网络训练，模糊系统控制以及其他遗传算法的应用领域-the advantages of PSO is simple and easy to achieve without many parameters need to be adjusted. Now it has been widely used function optimization
TSP
- 求解TSP问题，有遗传算法，A*算法，D算法，模拟退火，神经网络等-solve TSP problem, a genetic algorithm, A* algorithm, D algorithm, simulated annealing, neural networks
ant-colony-algorithm-
- 自己编写比较简单的蚁群算法，用来解决车辆的配送问题，希望对大家有帮助。-I have written a relatively simple ant colony algorithm to solve the problem of distribution vehicles, we hope to help
RandomForest
- ID3决策树+随机森林算法生成决策森林，采用投票机制进行决策-The ID3 the+ random forest algorithm to generate decision forests voting mechanism for decision-making training data
grouping
- 一种崭新的边缘提取算法，对于复杂图像或纹理也可得到较好的效果，比传统方法结果提高很多，文件里包含论文及源码-new edge detection algorithm for complex image or texture can be obtained good results, much higher than the results of conventional methods. Files contain papers and source code useful to edge ex
java
- java语言实现的ID3算法（决策树）algorithm-ID3 algorithm using java implementation
Genetic-Algorithms
- 遗传算法计算目标函数最优解。目标函数：y 21.5+x1*sin(4πx1)+x2*sin(20πx2）-Using genetic algorithm to calculate the optimal solution of function.