资源列表
文本分类
- 实现新闻文本分类 ，算法，朴素贝叶斯，参数调整(news classfiy model selcetion and parameter)
myDML
- A stochastic gradient descent NCA code
MeanNormalization
- 对要传入神经网络的数据进行均值归一化的预处理(Preform the Mean Normalization process for the input data of Neural Network)
非线性最小二乘问题
- 利用最小二乘法可以求解线非性规划问题，最小二乘法着重解决优化约束问题(Least square method can solve nonlinear programming problem.Least squares method focuses on solving optimization constraints)
聊天机器人完美版
- 用html实现一个简单的机器人聊天功能.主要是调用了图灵的api接口。做的一个小玩具，以后还会更新。(Using HTML to achieve a simple chat function of the robot, mainly calling the Turing API interface. Make a little toy, and it will be renewed later)
ICA
- 能够进行ICA算法的滤波过程，有效的压制随机噪声(The filtering process of ICA algorithm can be carried out)
final
- 幂法、反幂法的计算实例，用一个501阶矩阵为例(Calculation examples of power method and inverse power method)
GSO-C代码
- GSO -C代码，适合初学者，要求对人工萤火虫算法有一定的了解。(GSO -C code, suitable for beginners, requires a certain understanding of artificial firefly algorithm.)
7
- 数值计算算法开发，可应用于数值计算，是一种创新的方法，欢迎大家指导(Development of numerical calculation algorithm)
kMeans
- kmeans的算法函数，可以在主程序调用，新手上传，请多指教(Kmeans algorithm function, you can call in the main program, novice upload, please advise)
mnist_loader
- 是一个minst数据集的读取脚本。运行此脚本可以自动读取mnist数据集(mnist_loader is a loader of mnist dataset!)
qpso
- 参数寻优算法，基于pso进行改进的避免陷入局部最小值等的优化算法(Parameter optimization algorithm is improved based on PSO)