资源列表
Inception_V3(Transfer)
- 本算法实现了InceptionV3模型的迁移学习。训练好的inceptionV3模型可自行搜索下载.pb文件,数据集需为本地jpg图片。(Realization of full adder schematic diagram)
Lan GoodFellow-深度学习中文版 small
- 大牛Lan Goodfellow的著作;深度学习首选参考书籍;中文版(Lan Goodfellow's work; preferred reference book for deep learning; Chinese version.)
executive
- VB language to solve the 0-1 programming procedures for operational research, can be used as a reference for you to submit the work ah
ELM_linbo.jin
- 极限学习机的代码,机器学习,可以用于分类等.(Extreme learning machine used in classification)
统计学习方法
- 李航老师的统计学习方法,适合机器学习入门,是一本很好的教程(a book for people who interest in machine learning, it will help you a lot)
路径规划蚁群算法
- 蚁群算法是一种用来寻找优化路径的概率型算法。它由Marco Dorigo于1992年在他的博士论文中提出,其灵感来源于蚂蚁在寻找食物过程中发现路径的行为。
系统辨识与自适应控制程序
- 系统辨识与自适应控制程序,natlab编程程序,随书附赠,适合学习者自用
PRML-master
- 模式识别与机器学习 代码 prml code(machine learning code)
卷积网络matlab实现
- 用卷积神经网络(CNN)进行人脸识别,matlab编程,可用。(Convolutional neural network (CNN) is used for face recognition, and MATLAB programming is available.)
遗传算法的MATLAB实现
- 用MATLAB实现的遗传算法,解决函数优化问题,以Rosenbrock的测试函数为例
1
- 基于神经网络的故障检测,首先利用了pca进行了数据预处理,然后输入到神经网络中(In fault detection based on neural network, the data are preprocessed by using pca, and then input into the neural network.)
第十章粒子群
- 对多峰搜索问题提出了一类动态微粒群算法,该算法通过变换函数将多峰问题中的所有峰变为等高峰(A kind of dynamic particle swarm optimization (DPSO) algorithm is proposed for multi-peak search problem. The algorithm transforms all the peaks in multi-peak problem into equal peaks by transforming funct