资源列表
ID3
- ID3决策树MATLAB代码，很详细，很实用(ID3 decision tree matlab code)
KNN
- K近邻原理MATLAB代码程序，很详细，很实用，可以直接用(knn matlab matlab code)
standard KF
- 标准卡尔曼滤波。在动态 GPS 定位中，Kalman 滤波是最常用的数据处理算法，它是基于观测噪声和动力学模型噪声均是高斯白噪声建立的。(standard KF is common data processing algorithms)
常用纹理特征提取方法_MATLAB
- 常见的基于纹理特征提取方法，如高波，LBP算法(Common methods based on texture feature extraction, such as Gao Bo, LBP algorithm)
LWOA
- 鲸鱼算法的基础上 加上levy飞行算法！！！！优化了速度 学习用(The whale algorithm is based on the Levy flight algorithm!!!! Optimized for speed learning)
简单一元函数优化求解
- 用遗传算法求解简单一元函数，求解过程高效可靠，是好多书的例题程序(Solving simple unary function by genetic algorithm)
myEKF
- 一个很不错的EKF实例,适合入门EKF学习(a very good example for EKF, you can refer to this to learn how to design a EKF)
code&doc
- 基础的卷积神经网络代码，实现mnist手写字符识别，含中文文档说明(Basic CNN code, including detailed annotation in Chinese)
LSSVM
- 可以用于时间序列数据下的预测,以及数据模拟。(can be used to forecasting)
ykqem
- Mainly for data analysis and statistics, Channel coding, modulation, channel estimation, Combined with PCA scale invariant feature transform (SIFT) algorithm.
BP
- BP网络拟合,将数据分为训练和测试组，训练完成，采用测试组来评价网络的性能。(simulation for BP neural network)
SRCNN-Tensorflow
- SRCNN Superresolution imteplated by tensorflow SRCNN tensorflow 实现(SRCNN Superresolution imteplated by tensorflow)