资源列表
神经网络
- 比较基础的神经网络讲解和入门知识，并附有一些代码(A relatively basic neural network explanation and introductory knowledge with some code)
MATLAB
- 本书介绍了遗传算法的原理，并对MATLAB中算法包及函数进行了详细说明 -This book introduces the principles of genetic algorithms, and MATLAB functions in the algorithm package and a detailed descr iption of
matlabgenetic
- 该pdf文档主要介绍了matlab 遗传算法工具箱的详细参数，以及使用说明。-matlab genetic algorithm
geneticalgorithm
- 里面详细介绍了遗传工具箱，以及使用方法。是王宝树大师的经典之作！值得一看！-abc
CBIR
- 论文《A Stochastic Approach to Image Retrieval Using Relevance Feedback and Particle Swarm Optimization》的代码-the code of <A Stochastic Approach to Image Retrieval Using Relevance Feedback and Particle Swarm Optimization>
rengongzhineng
- 人工智能的各种算法结构和方法，对人工智能的理解与应用-Various algorithms structure and methods of artificial intelligence, understanding and application of artificial intelligence
Text-classify
- 用朴素贝叶斯和支持向量机SVM的两种文本文类实验-Two text of this article class experiment with naive Bayes and support vector machines SVM
energy_forecasting_notebooks
- energy_forecasting_notebooks kaggle competition
Regression
- 一个简单机器学习的范例,内涵基本数据，初学者必备(Examples of simple machine learning)
ViBe
- ViBe看过速度最快的运动检测代码。效果不比混合高斯差。这份资料内容包括：ViBe源代码，Demo程序以及相关的论文资料-ViBe，I have seen the fastest movement detection code. Less effect than mixed Gauss. This information includes: ViBe source code, Demo program and the related papers
Neural-Network-Design
- This book gives an introduction to basic neural network architectures and learning rules. Emphasis is placed on the mathematical analysis of these networks, on methods of training them and on their application to practical engineering problems in suc
DifferentialEvolutionAPracticalApproachtoGlobalOpt
- 这是一本讲微分进化的书，进化算法是以遗传算法为代表的一类随机算法的总称，95年由Rainer Storn和Kenneth Prici提出微分进化方法，比传统进化算法更好更简单，2004年该方法的原创者出版了长达580页的微分进化：一种全局优化的实用方法，本书是英文版，似乎还没有中文版，希望对感兴趣的人有用-This is a book stresses differential evolution, evolutionary algorithm based on genetic algorith