{"id":13505401,"url":"https://github.com/KuangjuX-Archived/Numerical-Analysis","last_synced_at":"2025-03-29T23:31:35.818Z","repository":{"id":109540590,"uuid":"430959340","full_name":"KuangjuX-Archived/Numerical-Analysis","owner":"KuangjuX-Archived","description":"The program homework of Numerical Analysis course","archived":true,"fork":false,"pushed_at":"2022-01-01T03:52:20.000Z","size":2579,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2024-08-11T09:01:04.488Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/KuangjuX-Archived.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null}},"created_at":"2021-11-23T04:34:50.000Z","updated_at":"2024-08-11T09:01:04.489Z","dependencies_parsed_at":"2023-03-22T03:48:33.256Z","dependency_job_id":null,"html_url":"https://github.com/KuangjuX-Archived/Numerical-Analysis","commit_stats":null,"previous_names":["kuangjux-archived/numerical-analysis","kuangjux/numerical-analysis"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/KuangjuX-Archived%2FNumerical-Analysis","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/KuangjuX-Archived%2FNumerical-Analysis/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/KuangjuX-Archived%2FNumerical-Analysis/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/KuangjuX-Archived%2FNumerical-Analysis/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/KuangjuX-Archived","download_url":"https://codeload.github.com/KuangjuX-Archived/Numerical-Analysis/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":246258884,"owners_count":20748573,"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":[],"created_at":"2024-08-01T00:01:05.024Z","updated_at":"2025-03-29T23:31:30.805Z","avatar_url":"https://github.com/KuangjuX-Archived.png","language":"Python","funding_links":[],"categories":["资源清单"],"sub_categories":["2440140 数值计算方法"],"readme":"# Numerical-Analysis\nThe program homework of Numerical Analysis course\n\n## Preview\n### 插值法\n- [范德蒙德多项式插值](./interp/vandermonde.py)\n- [拉格朗日插值法](./interp/lagrange.py)\n- [牛顿插值法](./interp/newton.py)\n- [分段线性插值](./interp/piece_linear.py)\n- [分段三次 Hermite 插值](./interp/hermite.py)  \n\n### 函数逼近\n- [最佳平方逼近](./approx/best_square.py)\n- [最小二乘法拟合](./approx/least_squares.py)\n\n### 数值积分\n- [复合梯形公式](./integration/__init__.py)\n- [龙贝格算法](./integration/__init__.py)\n\n### 解线性方程组的直接解法\n- [列主元的高斯消元法](./matrix/__init__.py)\n- [LU 分解法](./matrix/__init__.py)\n\n### 解线性方程组的迭代解法\n- [高斯-塞德尔迭代法](./matrix/__init__.py#L97)\n- [SOR 迭代法](./matrix/__init__.py#120)\n\n### 解非线性方程(组)的迭代解法\n- [不动点迭代法](./nonlinear/__init__.py#L30)\n- [斯蒂芬森迭代法](./nonlinear/__init__.py#L45)\n- [牛顿迭代法](./nonlinear/__init__.py#L64)\n- [多变量的不动点迭代法](./nonlinear/__init__.py#L79)\n- [多变量的牛顿迭代法](./nonlinear/__init__.py#L94)\n\n## Usage\n```shell\ngit clone https://github.com/KuangjuX/Numerical-Analysis.git\npip install -r requirements.txt\npython example.py\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FKuangjuX-Archived%2FNumerical-Analysis","html_url":"https://awesome.ecosyste.ms/projects/github.com%2FKuangjuX-Archived%2FNumerical-Analysis","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FKuangjuX-Archived%2FNumerical-Analysis/lists"}