资源列表
NBPSO
- 本代码为二进制多目标粒子群优化算法，标准测试函数下优化效果良好-This code is a binary multi-objective particle swarm optimization, optimization under standard test functions to good effect
STKalman
- 本代码是强跟踪滤波器的MATLAB函数文件，可以直接调用，可移植性很好-This code is a strong tracking filter MATLAB function files, can be called directly, good portability
myprm
- 机器人的路径规划算法：概率路径图算法，非常好的matlab实现。可以完整运行。是基于sampling的路径规划里的典型算法-probabilistic roadmap algorithm is very popular in robotics. and it is one of the best in sampling based road planning algorithm
erzhianglecos
- 采用二值化的夹角余弦距离法进行分类。主要从以下两个步骤进行实现：a、将样本库中每个样本进行二值化，去阈值T=0.05；b、利用夹角余弦距离法对待测样品X进行分类。-Binarization Angle cosine distance method is used to classify.Implementation is mainly the following two steps: a, each samples in the sample library binarization, to
neural-network
- 难得的人工神经网络用于智能气象预报建模的资料-neural network for intelligent weather forecasting modeling
daodanzhuizong
- 一个用simulink搭建的导弹追踪系统模型，并含有追踪到目标后的所有测试函数-A tracking system model built by Simulink missile, and contains all the test function to track the target
Hierarchical
- 层次聚类算法 MATLAB实现，没有调用函数-Hierarchical clustering algorithm based on MATLAB realize, do not call the function
ICA
- 模式识别特征提取中的独立成分分析算法的matlab源码-Independent component analysis
test.tar
- 用于推荐系统的svd算法，以movielens 1m数据集为例，并有调参数方法-an implemention of svd algorithm for recommender
Algorithms-for-FCM
- 模糊聚类方法在C均值聚类算法中的应用研究；作者: Sadaaki Miyamoto-Algorithms for Fuzzy Clustering Methods in c-Means Clustering with Applications Studies in Fuzzine（FCM）
SRC_Test
- Sparse representation based classification (SRC John Wright CVPR2009) 实现-Sparse representation based classification (SRC John Wright CVPR2009)‘s codes
pkupr
- 模式识别 北京大学 本科生课程 课件 （包括贝叶斯模型、最近邻、SVM、线性与非线性分类器、boosting、统计学习、非监督学习等）-Pattern Recognition Peking University Courseware (including Bayesian model, the nearest neighbor, SVM, linear and non-linear classifiers, boosting, statistical learning, unsupervised