资源列表
手写数字识别
- 一个练习机器学习的算法，解决手写数字识别的算法(An algorithm that exercises machine learning to solve the handwritten numeral recognition algorithm)
chapter14 基于粒子群算法的PID控制器优化设计
- chapter14 基于粒子群算法的PID控制器优化设计，粒子群算法也是个不错的优化参数算法(chapter14 Particle swarm optimization algorithm based on PID controller design, Particle Swarm Optimization algorithm is also a good optimization algorithm)
基于遗传算法和非线性规划的函数寻优算法
- chapter2 基于遗传算法和非线性规划的函数寻优算法，遗传算法在很多领域得到应用(chapter2 based on genetic algorithms and nonlinear programming function optimization algorithm, genetic algorithm is applied in many fields)
FuzzyNet
- 采用模糊神经网络来进行预测的模型代码，语言为Matlab(The fuzzy neural network is used to predict the model code. The language is Matlab)
CNN
- 在matconvnet 做卷积神经网络的平台下，使用CNN算法对辣椒图片进行分类(the classification of papers using CNN under the platform of matconvnet)
AlexNet
- 使用TensorFlow 实现 AlexNet ，并使用 Mnist 数据集进行训练并测试。(AlexNet is implemented using TensorFlow and trained and tested using the Mnist data set.)
mno-differential-grouping-7cf5110a1fab
- 利用差分分组的多目标优化算法，MATLAB编写。(differential grouping)
DeepLearnToolbox-master
- 深度学习，介绍，分析内容，算法及其代码。不同类型(hjkghkkgvjklljhhbvhkkswdghikhgghl)
DeepLearnToolbox-master
- DNN工具包，可以利用MATLAB实现深度神经网络。达到预测的目的(DNN toolkit can implement deep neural network using MATLAB. Achieve the purpose of prediction)
A Short Introduction to Boosting
- 关于分类算法Boosting的介绍。介绍了Boosting的核心思想，以及不可忽视的重要细节问题。(A Short Introduction to Boosting)
GA
- 遗传算法程序，可以求解非线性规划中函数最优值问题(Genetic algorithm program, can be solved in nonlinear programming function optimal value problem)
CSP
- CSP是共空间模式的简称，用于找到最优空间投影。(CSP is short for Common spatial pattern , used to find the optimal spatial projection.)