资源列表
self-taught-learning
- 自主学习把稀疏自编码器和分类器实现结合。先通过稀疏自编码对无标签的5-9的手写体进行训练得到最优参数，然后通过前向传播，得到训练集和测试集的特征，通过0-4有标签训练集训练出softmax模型，然后输入测试集到分类模型实现分类。-Independent Learning the encoder and the sparse classifiers achieve the combination. First through sparse coding since no label was ha
Collaborative-fuzzy-clustering
- 协同模糊聚类算法,这是聚类算法的一种。国内研究的人不多。-Collaborative fuzzy clustering,
Wnn
- 小波神经网络程序，用于图像处理，可以和一些算法结合，达到更好的效果-Wavelet neural network program, for image processing, and some algorithms can be combined to achieve better results
Linear-Regression
- 本算法通过简单的例子实现演示了线性回归的实现原理和流程。-The algorithm is realized by a simple example illustrates the linear regression principle and processes.
Robot-genetic-algorithm-
- 机器人遗传算法静态摩擦参数辨识及摩擦力矩估计-Robot genetic algorithm identification
Mechanical-disturbance-observer-
- 机器人机械手非线性干扰观测器及其在控制中的应用-Robot mechanical disturbance observer application
yichuan
- 遗传算法，包括其交叉变异选择过程，用于求解函数的极值问题。-Genetic algorithms, including its crossover and mutation selection process for problem solving extremal function.
Code
- building Machine Learing Systems with Python 源代码 。 中文名是：机器学习系统设计； 作者：Willi Richert Luis Pedro Coelho 刘峰。-building Machine Learing Systems with Python source code
radial-function
- 径向基函数的matlab算法，写的很详细，对初学者有很大的帮助-matlab code for radial function,detail and helpful to freshman
GA_opt_pq
- 基于遗传算法的配电网络的无功优化算法实现，算法设计非常清晰，功能没有任何问题。内附说明文档，请放心下载-Reactive power distribution network based on genetic algorithm optimization algorithm, algorithm design is very clear, function without any problems. Enclosing documentation, please rest assured dow
KFCM
- 核模糊C均值聚类（KFCM）算法，广泛应用于模糊聚类分析算法．-KFCM Algorithm
contourletHMT
- 基于马尔可夫的HMT模型 使用EM算法进行参数训练-a hidden Markov tree model to the contourlet coefficients of images.These functions are based on the journal Directional Multiscale Modeling of Images Using the Contourlet Transform