资源列表
single-generation
- 基于达尔文进化论的一种智能优化算法,适用于解决传统方法难以解决的复杂的、非线性问题-Darwin s theory of evolution based on an intelligent algorithm for solving the traditional methods can not solve complex, nonlinear problems
Zoubin_Ghahramani_Bayesian_Learning
- Bayesian Methods for Machine Learning by Zhubin ghahremani
8digit
- 使用启发式搜索，解决8数码问题，编程环境为CodeBlocks。-Use heuristic search to solve eight digital programming environment for CodeBlocks.
door-localizaion
- 论文，机器学习的应用，采用视觉定位门，实现机器人开门的操作。-The localization of door using vision to accomplish the robot door opening.
MOPSO-MATLAB-论文
- 提供了一种新的改进粒子群算法的MATLAB程序及相关论文材料，供学习使用(A new improved particle swarm optimization program MATLAB and related papers are provided for learning and using.)
fp
- 数据挖掘c45分类算法 数据挖掘c45分类算法
kmeans
- 关于K均值聚类的算法，对搞人工智能的有用-With regard to K-means clustering algorithm, to engage in a useful artificial intelligence
SvmOneVersusOne
- 支持向量机SVM可以使用多分类的问题，本次的代码实现的就是这个功能，里面含有训练和测试数据，分别含有12类标签，也就是都分为12类，另外代码采用了神经网络中的one-versus-one的思想，将数据分类K（K-1）/2个子类，分别调用SVM方法实现-It is about the classification in use of SVM for 12 classes. The algorithm contains training data and test data.
RBPNNstructureOptimization
- 最大绝对误差结合微遗传算法优化径向基概率神经网络.目前为止,优化RBPNN最好的算法.
Tensorflow
- 运用tensorflow框架，来实现图片的识字学习。(Using the tensorflow framework to realize the literacy learning of the picture.)
svmreport
- libsvm使用介绍，有实例及结果，很详细！-introduce the use of libsvm, has examples and results, in great detail!
plate-read
- 车牌的定位和分割，以及采用BP神经网络实现字符的识别。