资源列表
qprop
- c bersion of quickprop java
kriging
- javascr ipt 实现克里金插值。实现克里金插值渲染图--不依赖GP服务(Javascr ipt implementation of Kriging interpolation. The Kriging interpolation map rendering -- do not rely on GP services)
GAP.tar
- 通过对这个程序包的调用可以实现对原子GAP的建模，用机器学习的方法来代替解薛定谔方程(By invoking the package, we can realize the modeling of atomic GAP and replace the Schrodinger equation by machine learning.)
ACO for TSP
- 蚁群算法解决旅行商问题，能够成功运行并且有结果(Ant colony algorithm can solve the traveling salesman problem and run successfully.)
PSO-BP
- 粒子群算法优化BP神经网络，在传统PSO算法的基础上增加了惯性权重，并且线性递减策略改变。(Particle Swarm Optimization (BP) algorithm optimizes BP neural network, and inertia weights are added based on traditional PSO algorithm, and linear decreasing strategy changes)
jqxxzsfydm_pdf
- MachineLearninginAction机器学习附带资料(MachineLearninginAction)
经典算法大全
- 通过学习资料达到对算法的了解，基础入门学习(Algorithm Encyclopedia)
knn
- 通过比较欧氏距离，定义K值，实现了机器学习中的KNN算法(By comparing Euclidean distance, we define the K value and realize the KNN algorithm in machine learning.)
matlab43example
- 适用于入门的43个matlab案列，包含各种神经网络与支持向量机，以及遗传算法，粒子群算法(matlab 43 examples for newcomer)
work2.6
- 实现控制规则为T=int（(e+e1)/2）的模糊神经网络控制器(A fuzzy neural network controller with T=int ((e+e1) /2) control rule is implemented.)
SOM神经网络
- C#平台下的应用，可输出SOM神经网络权值矩阵和测试结果(It can output SOM neural network weight matrix and test results.)
sequence_gan
- TensorFlow实现自然语言处理，基于梯度策略算法(Use TensorFlow to deal with the Natural Language Processing)