{"id":22448351,"url":"https://github.com/haoruilee/statistics-graphs","last_synced_at":"2025-03-27T11:29:31.272Z","repository":{"id":42790170,"uuid":"278999212","full_name":"haoruilee/statistics-graphs","owner":"haoruilee","description":"常用统计学图表绘制","archived":false,"fork":false,"pushed_at":"2022-03-26T22:43:41.000Z","size":8336,"stargazers_count":3,"open_issues_count":1,"forks_count":0,"subscribers_count":0,"default_branch":"master","last_synced_at":"2025-03-26T02:43:19.358Z","etag":null,"topics":["factor-analysis","hierarchical-clustering","lisrel","pca","statistics"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/haoruilee.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null}},"created_at":"2020-07-12T05:38:02.000Z","updated_at":"2022-07-13T03:05:23.000Z","dependencies_parsed_at":"2022-08-23T03:10:35.167Z","dependency_job_id":null,"html_url":"https://github.com/haoruilee/statistics-graphs","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/haoruilee%2Fstatistics-graphs","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/haoruilee%2Fstatistics-graphs/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/haoruilee%2Fstatistics-graphs/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/haoruilee%2Fstatistics-graphs/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/haoruilee","download_url":"https://codeload.github.com/haoruilee/statistics-graphs/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":245835575,"owners_count":20680221,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["factor-analysis","hierarchical-clustering","lisrel","pca","statistics"],"created_at":"2024-12-06T04:22:36.957Z","updated_at":"2025-03-27T11:29:31.241Z","avatar_url":"https://github.com/haoruilee.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# statistics-graphs\n包含**主成分分析，聚类分析、层次聚类、雷达图、显著性检验、结构方程模型**等统计分析算法与图表绘制的实现。\n\n需要使用某个算法模块，只需要包含对应模块文件夹下的对应头文件即可使用，各个模块的使用说明文档也请参见对应的文件夹下的readme文档。statslibrary中所实现的各个分析算法请参见如下的目录。\n\n\n## 目录\n#### 1. Distance：距离计算模块，包含欧氏距离，马氏距离等距离计算方法\n#### 2. CorreCoef：相关系数与相关系数矩阵计算模块，包含pearman相关系数，spearman相关系数等相关系数计算方法\n#### 3. GeneralStats：一般分析统计量计算模块，包含平均数，中位数，众数，分位数，方差，标准差，极差，偏度，峰度等统计量计算方法\n#### 4. VarAnaly：方差分析模块，包含单因素方差分析和双因素方差分析\n#### 5. \\*LinearRegre：回归分析模块，包含一元和多元线性回归分析\n#### 6. PCA：主成分分析模块\n#### 7. Kmeans：K-Means, Kmeans聚类法模块\n#### 8. SCM (Ward-Hierarchical-Clustering)：系统聚类法（又称层次聚类法）模块 \n#### 9. DistanceDiscri：距离判别分析模块\n#### 10. BayesDiscri：朴素贝叶斯判别分析模块\n#### 11. \\*FisherDiscri：费歇判别分析模块\n#### 12. FacAnaly：因子分析模块\n#### 13. Hierarchical Clustering：层次聚类\n#### 14. Radar Map: 雷达图\n#### 15.significance testing：SPSS进行显著性检验\n#### 16.SEM:结构方程模型\n#### 17. line chart: 平滑/双折线图\n\n# Contributers\nThis profile is modified on [Happyxianyueveryday/statslibrary](https://github.com/Happyxianyueveryday/statslibrary)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fhaoruilee%2Fstatistics-graphs","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fhaoruilee%2Fstatistics-graphs","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fhaoruilee%2Fstatistics-graphs/lists"}