资源列表
python_self
- 实现了机器学习的各种分类算法，如：knn，svm，朴素贝叶斯，神经网络，决策树等。(Various classification algorithms of machine learning, KNN, SVM, naive bayes, neural network, decision tree, etc.)
GMMs作业
- 机器学习作业GMMs算法实现，机器学习课程的一个小作业，没什么用。(Implementation of machine learning task GMMs algorithm)
pima indians diabete data
- prima indian diabetes dataset
spin
- 无线传感器网络协议SPIN，Matlab程序用以学习使用(Matlab Programm for SPIN of wireless sensor net work.)
遗传算法优化pid
- fun1为适应度函数 GA_optima为优化pid的主函数 mainopt.slx为适应度函数里面调用的模型 test.slx为比较模型(Fun1 is the fitness function GA_optima is the main function to optimize pid Mainopt.slx is the model called inside the fitness function Test.slx is the comparison model)
gnssins_gpsleverarm_simulation
- GNSS/INS组合导航的定位算法，18维状态空间，仿真验证程序。(GNSS/INS integrated navigation positioning algorithm, 18 dimensional state space, simulation verification program.)
MOEA-D-DE
- 基于分解的多目标进化优化算法，在2007年提出的，是另外一种求解多目标优化问题流行的算法。常用(The decomposition-based multi-objective evolutionary optimization algorithm, proposed in 2007, is another popular algorithm for solving multi-objective optimization problems.The commonly used)
rollingRegression
- 对多变量数据按照日期做滚动多元回归分析。(Rolling multiple regression.)
newmark-beta
- 动力计算的一种时程方法newmark-beta法的数值实现。(A time history method for dynamic calculation and numerical realization of newmark-beta method.)
基于预测及蚁群算法的云计算资源调度策略
- 基于预测以及蚁群算法实现的IDC机房云计算资源调度论文。内付matlab代码思路。(Based on prediction and ant colony algorithm, cloud computing resource scheduling of IDC computer room is realized. Inside pay matlab code thinking.)
kalman 滤波详细设计步骤及matlab代码实现
- 详细介绍了kalman滤波算法设计的相关流程，并且给出了具体的仿真过程(The design process of Kalman filtering algorithm is introduced in detail, and the specific simulation process is given.)
遗传算法求解TSP
- 基于遗传算法的TSP算法，对初学遗传算法的，有帮助(TSP algorithm based on genetic algorithm which is helpful for beginners in learning genetic algorithm)