资源列表
premstepfcm
- IT IS IMPLEMENTATION FCM IN STEP WISE.
svm_series
- 用python实现的SVM回归预测的程序，通过Anaconda实现对机器学习包sklearn的调用。-SVM regression using python to achieve predictable procedures, machine learning package sklearn call by Anaconda.
knn
- 一段简单的knn代码，对于刚学习机器学习的人来说可以加深理解，熟悉原理后再练习代码-Knn a simple piece of code, just learning machine learning for people who can deepen understanding and familiar with the principles of the code and then practice
Gradient-Descent
- 梯度下降算法示例，二元函数求最值，可直接运行，有注释-Gradient Descent algorithm
xyle
- 拉普拉斯降维方法，是非线性数据降维方法，通过构建相似关系图来重构数据局部流形结构特征。-Laplace dimension reduction method is non-linear data dimensionality reduction method, by constructing a graph similar to reconstruct the structure of local manifoldof the data.
wordcloud_new
- implementation of wordcloud
OIF
- 使用最佳指数法对高光谱图像进行波段选择的程序。分享一下-The procedure for band selection of hyperspectral images using the best exponential method. share
newhw2.py.tar
- SVM classifier for face recognition
LDA
- python数据分析与数据挖掘 chapter15-python data analysis and data mining chapter15
k_means
- 用matlab实现的简单的k_means聚类算法，简单有效，已测试通过-K_means with a simple clustering algorithm matlab realized, simple and effective, have been tested
自适应模糊C均值聚类
- 提供一种改进的模糊C均值聚类算法，该算法可以更好的提高聚类的精度
rw
- 最大熵随机游走，在每一步中令熵率保持局部最大-The maximum entropy random walk, so entropy rate at each step to keep the local maximum