资源列表
cwt_contious
- 对原始的Morlet实现改进，添加了窗口修正因子e，并将两者得到的周期图形进行综合比较分析，同时探究了e取不同值时对周期特性表现的影响。(To improve the original Morlet implementation, the window correction factor E is added, and the periodic graphs are compared and analyzed. At the same time, the influence of differe
Agglomerative.ipynb
- Agglomerative Clustering
Birch.ipynb
- Birch algorithm for clustering
DBScan.ipynb
- DBscan clustering for
Fuzzy C-Means.ipynb
- Fuzzy C-Means CLustering
gamultiobj
- 基于遗传算法的多目标优化算法，包括支配于非劣，序值与前端，拥挤距离，最优前端个体系数等概念(The multi-objective optimization algorithm based on genetic algorithm includes the concepts of dominating and non inferiority,rank and front , crowding distance and ParetoFraction)
machinelearninginaction
- 一共有15个小项目，每个项目都是具体可运行的机器学习例子，包括识别图片，预测数据等。(There are 15 small projects, each of which is a concrete example of machine learning, including identifying pictures, predicting data, and so on.)
dynamic_time_warping_v2.1
- 动态时间规划基本算法，matlab实现。(Dynamic time warping)
22-CS6NADetection
- build a classifier for network attack detection.
21-FreqPattern
- Frequent Pattern Mining
11111
- 进行算符优先计算，拥有firstvt与lastvt的计算(Perform operator precedence calculation with firstvt and lastvt)
C_PSO.m
- 粒子群算法，用于聚类.粒子群在迭代进行的过程中有可能出现早熟收敛 的问题而陷入局部最优解,因此文中在 PSO 算法部 分,设置两个变量对每个粒子和粒子群的状态进行实 时地监控,以便当检测到粒子或粒子群出现早熟收敛 现象时,能及时地对其进行变异操作,增加粒子的多样 性,使其跳出局部极值的束缚,在多维解空间中开始新 的搜索(C_PSO used for clustering)