资源列表
cspc.mat
- 测绘科学技术数据处理方法，能方便实现观测数据处理中附有参数的和条件的平差计算。-Mapping scientific and technical data processing method that can facilitate the achievement of adjustment calculation with observed data processing parameters and conditions.
MyPso
- 粒子群优化算法，对于RBF神经网络的优化，实现最优策略-Particle swarm optimization algorithm, to the optimization of RBF neural network, the realization of the optimal strategy
yichuansuanfa
- 基于遗传算法的图像分割MATLAB全部程序-Digital Image Segmentation Based on Genetic Algorithms
NBayesLogReg
- 一片很好的介绍native bayes和logistic regression区别和联系的文章-relation between native bayes and logistic regression
Machine-Learning.pdf
- Machine Learning, 机器学习经典书-Machine Learning， classical book
icml07scalable
- owlqn, 微软L1最优化算法论文，源码也已上传-owlqn, L1 optimization
fbm.2010-11-10
- 神经网络的贝叶斯建模C++源代码，包括数据和说明文档 -use baysian training Neural Network MATLAB source code
Neural-Networks
- pattern recognition using neural networks
lmsandrls
- 最小二乘法和递归最小二乘法主要作用是用在误差估计自适应；具有收敛速度快效果好给初学的一帮忙-this is rls and lms algomlth
References
- these are the files related to neural networks and speech processing.
DE_OS-ELM
- 用差分算法对在线惯序极限学习机的输入权值和偏置进行优化（本程序只限激励函数为sig），其学习时间比极限学习机分批进行学习总共的时间有所提升，诊断精度也提高了。-Algorithm using differential input weights and the bias line Extreme Learning Machine sequencer used to optimize (this program only excitation function for sig), its lear
DE_ELM
- 用差分进化算法对极限学习机进行优化，得到的极限学习机的诊断精度有了明显提高。-Using differential evolution algorithm to optimize the ultimate learning machine, diagnostic accuracy obtained Extreme Learning Machine has been significantly improved.