资源列表
digit
- Hopfield model for recognization
robot
- 机器人工具箱，,功能全面，使用方便，简单易用，非常值得学习和研究-Robotics toolbox, full-featured, easy to use, easy to use, and very worth learning and research
BPnet
- 介绍BP神经网络的一篇文章，讲解了一种改进学习的算法，比国内的要早很多-An article introduces the BP neural network, and explain an improved learning algorithm, much earlier than in China
principal-component-analysis
- 主成份分析在模式识别中是一种特征提取方法！-a very important technique feature extraction in pattern recognazition
c-mean-value
- 学习模式识别时候，会用到C均值处理一些数据。其中处理Iris数据是一个典型的问题，本例子由本人编写，为了完成其数据的分类。总共150个4维数据，将它分为三类。每个数据原归属于三类。-Learning pattern recognition when used C-means to deal with some data. Which deal with Iris data is a typical problem, the examples of which I am writing, in o
k-iris
- 模式识别中用于完成数据的分类而用到的一种方法-k近邻。是将已有数据划分到3个类中，本方法中解决数据Iris数据的划分问题。将150个4维数据划分到3类。K近邻法是求最近的K个元素从而将其划分到已有类中。-Pattern recognition for the completion of the classification of the data used in a way-k neighbors. The existing data are divided into three classes
neural.tar
- 神经网络入门经典教程 神经网络模式识别相关-elementary book for neural network
ChineseSegment
- 一个完整的中文分词程序，有源码，词典，训练集。算法简洁高效，准确率高。包含了一种将标注语料和词典融合的新型分词方法。将语料分割为2:1为训练集和测试集，加上一个外部词典，准确率可以达到95 。适合入门者学习。也适合需要一个简单分词工具的应用。-A Chinese word segmentation procedures, source, dictionary, the training set. The algorithm is simple and efficient, high accura
Neural-Network-Algorithm
- 一个基于神经网络的手写识别程序，使用的多种结构的神经网络并对它们的识别能力进行了比较。-this is a simply instance of Neural Network based Writing Recognition program, in which 5 different strcture of networks has been used to compare there recognition capability.
GA-TSP
- 遗传算法求解货郎担问题 虽然有些简单 但是绝对适合初学者学习-Genetic algorithm to solve the traveling salesman problem is simple but absolutely suitable for beginners to learn
TTI
- Heterogeneous Transfer Learning
Global-merit-based-search
- 全局择优搜索（人工智能课程所需内容）适合于实验课程-Global merit-based search