资源列表
MATLAB神经网络30个案例分析源程序
- 此段代码是关于matlab神经网络中，bp型神经网络的参考代码(This section of code is the reference code for the MATLAB neural network, BP neural network)
slic-python-implementation-master
- 图像分割算法实现——简单线性迭代slic(Realization of image segmentation algorithm)
26755458lle
- 流形学习中常见的lle算法，不仅可以运行，还可以实现可视化(The common LLE algorithm in manifold learning can not only run, but also can be visualized.)
深度学习 21天实战Caffe ,赵永科著(暗) ,P373.pdf
- 深度学习 21天实战Caffe 教程 快速掌握框架(Deep learning 21 days real battle Caffe tutorials fast mastering framework)
Scikit-Learn与TensorFlow机器学习实用指南
- Scikit-Learn与TensorFlow机器学习实用指南(Scikit-Learn and TensorFlow machine learning practical guide)
基于遗传算法的TSP算法
- TSP问题是典型的NP难问题，运用遗传算法解决TSP问题(The TSP problem is a typical np-hard problem, using the genetic algorithm to solve TSP problem)
基于人工势场法的移动机器人路径规划MAtlab程序
- 人工势场法，机器人路径规划，实现避障，亲测有效(Artificial potential field method, robot path planning, realization of obstacle avoidance)
针对TSP问题的各种蚁群优化程序ACOTSP-1.03
- 针对TSP问题的各种ACO蚁群优化算法的程序，C++语言实现， 对研究蚁群优化的小伙伴有所帮助(ACO ant colony optimization algorithm The program of various ACO ant colony optimization algorithms for the TSP problem and the implementation of the C++ language are helpful to the small partners stu
nnctrl20
- 用PID 模型预测控制等多种方法进行神经网络控制(neural network control for SISO system)
53607900Autoencoder_Code
- 用SAE 深度学习方法做的高光谱图像分析的一个例子。里面有sae方法还有高光谱图像的特征提取过程。(One example of the depth of learning to do with SAE hyperspectral image analysis. There are sae method has hyperspectral image feature extraction process)
基于BP网络的个人信贷信用评估
- 基于BP网络的个人信贷信用评估，使用MATLAB来实现(Credit evaluation of personal credit based on BP network)
两种预测方法比较
- 风速预测算法，文件包含了BP算法和RBF两种神经网络算法，适合初学者入门(wind prediction ,BP and RBF)