资源列表
GMM_EM
- GMM算法是混合高斯模型，其求解过程需要不断迭代，本程序利用EM算法进行了仿真实现，可以加深对GMM的理解。(GMM algorithm is a hybrid Gauss model, and its solution process needs iteration. This program uses EM algorithm for simulation, which can deepen the understanding of GMM.)
智能天线（MATLAB版）
- matlab编程。天线设计。相控阵天线方向图。灵巧天线设计。脉冲编码设计。(matlab program. antenna designing. phase array antenna radar design.pulse code radar design.)
DTW
- 动态时间规整用于语音识别对齐和对比，例子是librosa 提取MFCC 特征，用DTW比较识别(Dynamic time warping is used for speech recognition, alignment, and contrast. The example is librosa, which extracts MFCC features and compares them with DTW)
k-mean+k-medoids
- 机器学习中的两个基本算法，k-means 和k-medoids 通过学习英文课件，更好的理解算法内涵(Machine learning in the two basic algorithms, K-means and k-medoids through learning English courseware, better understanding of the algorithm connotation)
PCANet_demo_pyramid
- PCANet是一个基于CNN的简化Deep Learning模型。能够有效处理相对小型的数据集。来源于文献Chan T H, Jia K, Gao S, et al. PCANet: A simple deep learning baseline for image classification?[J]. IEEE Transactions on Image Processing, 2015, 24(12): 5017-5032.(PCANet is a simplified Deep Lear
固定翼四轴通用的串级PID算法
- 四轴参数难调，这事常见的pid控制，经过多次实验获得的代码！(The four axis parameter is difficult to tune, this common PID control, after many experiments to obtain the code!)
gridregression
- 支持向量机，python+libsvm对锂电池的劣化程度进行预测(Support vector machines and python+libsvm for life prediction of lithium batteries)
GA
- 遗传算法 解决函数优化 多目标规划等问题(Genetic algorithm to solve function optimization, multi-objective programming and so on)
CUMCM2017ProblemB
- 2017年数学建模国赛 题目以及部分的代码 希望有帮助(2017 mathematical modeling nations)
数学建模常用的十大算法
- 数学建模常用的十大算法，主要用来数学建模，十分有用
Power_max
- 该程序实现的是依据测得的燃料电池极化曲线直接求得功率最大值(The program is based on the measured fuel cell polarization curve to obtain the maximum power directly)
CS_SWOMP
- 可用于恢复稀疏信号，图像处理/噪声处理/医学成像等应用中，是压缩感知重构算法中的分段弱正交匹配追踪算法(It can be used to recover sparse signals, image processing / noise processing / medical imaging, and so on. It is a piecewise weak orthogonal matching pursuit algorithm in compressed sensing reconst