资源列表
BP神经网络预测
- BP神经网络是目前较为简单的预测算法，但是需要要有足够的样本，本例使用神经网络算法，两步预测(BP neural network is a relatively simple prediction algorithm at present, but it needs enough samples. This example uses neural network algorithm and two-step prediction.)
TrAdaboost
- 迁移学习中经典算法Tradaboost的python实现(Python implementation of classical algorithm Tradaboost in transfer learning)
knn
- matlab 实现鸢尾花数据集的KNN算法(Matlab implementation of KNN algorithm)
reconfiguration
- 是分布式电源的选址定容的改进的遗产算法算法，是最基本的遗传算法，基本实现了选址定容的功能(It is an inheritance algorithm for location and capacity of distributed power supply and the most basic genetic algorithm. It basically realizes the function of location and capacity determination.)
免疫优化算法
- 是分布式电源的选址定容的免疫优化算法算法，是最基本的遗传算法，基本实现了选址定容的功能(It is an inheritance algorithm for location and capacity of distributed power supply and the most basic genetic algorithm. It basically realizes the function of location and capacity determination.)
GAOT
- 基于改进的遗传算法，简单易懂。适合初学者使用，是分布式电源的选址定容的算法(Classical genetic algorithm is simple and easy to understand. It is suitable for beginners to use. It is an algorithm for locating and sizing distributed power.)
选址定容
- 经典遗传算法，简单易懂。适合初学者使用，是分布式电源的选址定容的算法(Classical genetic algorithm is simple and easy to understand. It is suitable for beginners to use. It is an algorithm for locating and sizing distributed power.)
【源代码】深度学习入门：基于Python的理论与实现
- 书籍《深度学习入门基于Python的理论与实现》源码(Book "deep learning entry based on Python theory and implementation" source code)
CNN
- 通过卷积网络，自动实现对图片特征的提取，通过训练，得到有效的权值，进行图像分类(Through convolution network, automatic extraction of image features can be realized. Through training, effective weights can be obtained and image classification can be carried out.)
PSO
- 粒子群求一元/二元函数极值，粒子群改变权值(Particle swarm optimization is used to find the extreme value of a one / two element function.)
Contact
- 轮轨接触点计算程序 主程序为contactgui.m 导入轨道和车轮型面数据即可计算(Rail-Wheel contact calculation program main program is contactgui.m import the rail and wheel profile data and get the result)
遗传算法 Python
- 用Pyhon语言编写的遗传算法（ｇｅｎｅｔｉｃ ａｌｇｏｒｉｔｈｍ），包括选择交叉变异算子