资源列表
我的毕业设计
- 支持向量机和小波分析结合的代码，我测试之后感觉还可以(Support vector machine and wavelet analysis of the combination of code, I test after the feeling can still)
支持向量机（ML in action）整理
- Python实现支持向量机的算法，拟合和分类，包括0-9数字识别(Python implements the algorithm, fitting and classification of support vector machines, including 0-9 digital recognition)
交通流收费站元胞自动机源码
- 元胞自动机的一个例子，是在交通运输方面的，matlab可以实现。(An example of cellular automata is in transportation, and Matlab can be realized.)
Deep Learning with Python-Manning
- 深入学习Python介绍领域的深入学习使用Python语言和强大的Keras图书馆。通过keras创造者和谷歌人工智能研究者弗兰?ois Chollet写的，这本书让你了解通过直观的解释和实例。您将探索具有挑战性的概念和实践与计算机视觉，自然语言处理和生成模型的应用程序。当你完成学业的时候，你将具备在自己的项目中应用深度学习的知识和动手能力。(Deep Learning with Python introduces the field of deep learning using the Pyt
XIN
- 此程序是蚁群算法的程序，主要使用的软件是matlab(This program is an ant colony algorithm program, the main use of the software is matlab)
Encode
- It is a file to compress text files
opt
- 四种不同的算法：AdaGrad、Adam、momentumGrad、RMSProp算法来解决优化问题：min f=1/2*||Ax-b||_2+u*||x||_1(Four different algorithms: AdaGrad, Adam, momentumGrad, and RMSProp algorithms to solve the optimization problem: Min f=1/2*||Ax-b||_2+u*||x||_1)
Monte Carlo Simulation
- Monte Carlo Simulation for Photon Migration Inside Biological Tissue(To run Monte Carlo simulation, only the main function need to be called. But if you are not familiar with the data struction of the inputs for MC, you can run InitializeInput to c
支持向量机导论(中文)
- 支持向量机导论，深刻理解SVM原理及推导过程(The introduction of support vector machine (SVM), a deep understanding of the principle and process of SVM)
ants colony 2
- Problem TSP ant colony algorithem
新建文件夹
- 高斯消元与拉格朗日插值程序的基本程序，能够在此基础上开发使用(The basic program of gaussian elimination and Lagrange interpolation program can be developed and used on this basis.)
方程求根
- MATLAB里面常用的方程求解程序，里面包括各类常用的数值分析算法(MATLAB is commonly used in the equation solver, including various commonly used numerical analysis algorithms.)