{
  "version": "https://jsonfeed.org/version/1.1",
  "title": "nan2inf.cn",
  "home_page_url": "https://nan2inf.cn/",
  "feed_url": "https://nan2inf.cn/feed.json",
  "description": "个人写作、研究笔记、数学、算法、项目和小工具。",
  "language": "zh-CN",
  "authors": [
    {
      "name": "nan2inf",
      "url": "https://nan2inf.cn/"
    }
  ],
  "items": [
    {
      "id": "https://nan2inf.cn/math/learning/cosets-and-lagrange/",
      "url": "https://nan2inf.cn/math/learning/cosets-and-lagrange/",
      "title": "陪集与 Lagrange 定理：把群分成等大的块",
      "summary": "从整数同余理解左右陪集，证明陪集划分与 Lagrange 定理，并用例子区分必要条件和存在性。",
      "content_text": "从整数同余理解左右陪集，证明陪集划分与 Lagrange 定理，并用例子区分必要条件和存在性。",
      "date_published": "2026-09-22T00:00:00.000Z",
      "date_modified": "2026-09-22T00:00:00.000Z",
      "tags": [
        "数学",
        "抽象代数",
        "群论",
        "陪集",
        "Lagrange 定理"
      ]
    },
    {
      "id": "https://nan2inf.cn/math/learning/groups-and-subgroups/",
      "url": "https://nan2inf.cn/math/learning/groups-and-subgroups/",
      "title": "群与子群：先认清运算，再判断封闭",
      "summary": "用整数、非零实数与置换理解群公理，证明子群判别法，并分清有限情形与一般情形。",
      "content_text": "用整数、非零实数与置换理解群公理，证明子群判别法，并分清有限情形与一般情形。",
      "date_published": "2026-09-22T00:00:00.000Z",
      "date_modified": "2026-09-22T00:00:00.000Z",
      "tags": [
        "数学",
        "抽象代数",
        "群论",
        "子群"
      ]
    },
    {
      "id": "https://nan2inf.cn/math/learning/homomorphisms-and-quotients/",
      "url": "https://nan2inf.cn/math/learning/homomorphisms-and-quotients/",
      "title": "同态与商群：把无法区分的元素合在一起",
      "summary": "从同态的核理解正规子群，证明商群运算与代表元无关，再推导群同态基本定理并练习求核与像。",
      "content_text": "从同态的核理解正规子群，证明商群运算与代表元无关，再推导群同态基本定理并练习求核与像。",
      "date_published": "2026-09-22T00:00:00.000Z",
      "date_modified": "2026-09-22T00:00:00.000Z",
      "tags": [
        "数学",
        "抽象代数",
        "群论",
        "群同态",
        "商群"
      ]
    },
    {
      "id": "https://nan2inf.cn/math/learning/cyclic-groups/",
      "url": "https://nan2inf.cn/math/learning/cyclic-groups/",
      "title": "循环群与生成元：用整数记录幂",
      "summary": "从生成子群的最小性理解循环群，用指数何时相同区分有限与无限情形，并练习寻找生成元。",
      "content_text": "从生成子群的最小性理解循环群，用指数何时相同区分有限与无限情形，并练习寻找生成元。",
      "date_published": "2026-09-22T00:00:00.000Z",
      "date_modified": "2026-09-22T00:00:00.000Z",
      "tags": [
        "数学",
        "抽象代数",
        "群论",
        "循环群"
      ]
    },
    {
      "id": "https://nan2inf.cn/algo/training/icpc-2026-online-ii/",
      "url": "https://nan2inf.cn/algo/training/icpc-2026-online-ii/",
      "title": "2026 ICPC 网络赛第二场：十二题与个人代码",
      "summary": "第 127 名，5 题，611 罚时。A–L 中文题面、七份原始代码讲解与实际验证。",
      "content_text": "第 127 名，5 题，611 罚时。A–L 中文题面、七份原始代码讲解与实际验证。",
      "date_published": "2026-09-22T00:00:00.000Z",
      "date_modified": "2026-09-22T00:00:00.000Z",
      "tags": [
        "算法",
        "ICPC",
        "整场训练",
        "数论"
      ]
    },
    {
      "id": "https://nan2inf.cn/algo/handbook/unit-group/",
      "url": "https://nan2inf.cn/algo/handbook/unit-group/",
      "title": "模 n 单位群：先拆结构，再做统计",
      "summary": "从互素条件进入单位群，用 CRT 和素数幂结构拆分问题，避免把模数互素误当成答案积性。",
      "content_text": "从互素条件进入单位群，用 CRT 和素数幂结构拆分问题，避免把模数互素误当成答案积性。",
      "date_published": "2026-09-22T00:00:00.000Z",
      "date_modified": "2026-09-22T00:00:00.000Z",
      "tags": [
        "算法",
        "数论",
        "群论",
        "中国剩余定理",
        "竞赛手册"
      ]
    },
    {
      "id": "https://nan2inf.cn/algo/handbook/element-order/",
      "url": "https://nan2inf.cn/algo/handbook/element-order/",
      "title": "元素阶：把最小周期变成整除",
      "summary": "用幂的阶公式、循环群计数和直积周期，处理竞赛中的最小正周期与阶分布。",
      "content_text": "用幂的阶公式、循环群计数和直积周期，处理竞赛中的最小正周期与阶分布。",
      "date_published": "2026-09-22T00:00:00.000Z",
      "date_modified": "2026-09-22T00:00:00.000Z",
      "tags": [
        "算法",
        "群论",
        "数论",
        "元素的阶",
        "竞赛手册"
      ]
    },
    {
      "id": "https://nan2inf.cn/algo/training/icpc-2026-online-ii-a-all-closed/",
      "url": "https://nan2inf.cn/algo/training/icpc-2026-online-ii-a-all-closed/",
      "title": "A · All Closed：中文题面与个人代码",
      "summary": "中文题面、约束与样例说明，附个人原始代码分析及本地验证。",
      "content_text": "中文题面、约束与样例说明，附个人原始代码分析及本地验证。",
      "date_published": "2026-09-22T00:00:00.000Z",
      "date_modified": "2026-09-22T00:00:00.000Z",
      "tags": [
        "算法",
        "ICPC",
        "2026 网络赛第二场"
      ]
    },
    {
      "id": "https://nan2inf.cn/algo/training/icpc-2026-online-ii-b-bread/",
      "url": "https://nan2inf.cn/algo/training/icpc-2026-online-ii-b-bread/",
      "title": "B · Bread：中文题面",
      "summary": "中文题面、约束与样例说明；个人实现待补。",
      "content_text": "中文题面、约束与样例说明；个人实现待补。",
      "date_published": "2026-09-22T00:00:00.000Z",
      "date_modified": "2026-09-22T00:00:00.000Z",
      "tags": [
        "算法",
        "ICPC",
        "2026 网络赛第二场"
      ]
    },
    {
      "id": "https://nan2inf.cn/algo/training/icpc-2026-online-ii-c-cut-tree/",
      "url": "https://nan2inf.cn/algo/training/icpc-2026-online-ii-c-cut-tree/",
      "title": "C · Cut Tree：中文题面",
      "summary": "中文题面、约束与样例说明；个人实现待补。",
      "content_text": "中文题面、约束与样例说明；个人实现待补。",
      "date_published": "2026-09-22T00:00:00.000Z",
      "date_modified": "2026-09-22T00:00:00.000Z",
      "tags": [
        "算法",
        "ICPC",
        "2026 网络赛第二场"
      ]
    },
    {
      "id": "https://nan2inf.cn/algo/training/icpc-2026-online-ii-d-divide-and-conquer/",
      "url": "https://nan2inf.cn/algo/training/icpc-2026-online-ii-d-divide-and-conquer/",
      "title": "D · Divide and Conquer：中文题面与个人代码",
      "summary": "中文题面、约束与样例说明，附个人原始代码分析及本地验证。",
      "content_text": "中文题面、约束与样例说明，附个人原始代码分析及本地验证。",
      "date_published": "2026-09-22T00:00:00.000Z",
      "date_modified": "2026-09-22T00:00:00.000Z",
      "tags": [
        "算法",
        "ICPC",
        "2026 网络赛第二场"
      ]
    },
    {
      "id": "https://nan2inf.cn/algo/training/icpc-2026-online-ii-e-exponent-statement/",
      "url": "https://nan2inf.cn/algo/training/icpc-2026-online-ii-e-exponent-statement/",
      "title": "E · Exponent：中文题面与个人代码",
      "summary": "中文题面、约束与样例说明，附个人原始代码分析及本地验证。",
      "content_text": "中文题面、约束与样例说明，附个人原始代码分析及本地验证。",
      "date_published": "2026-09-22T00:00:00.000Z",
      "date_modified": "2026-09-22T00:00:00.000Z",
      "tags": [
        "算法",
        "ICPC",
        "2026 网络赛第二场"
      ]
    },
    {
      "id": "https://nan2inf.cn/algo/training/icpc-2026-online-ii-f-folding-game/",
      "url": "https://nan2inf.cn/algo/training/icpc-2026-online-ii-f-folding-game/",
      "title": "F · Folding Game of Ohto Ai：中文题面",
      "summary": "中文题面、约束与样例说明；个人实现待补。",
      "content_text": "中文题面、约束与样例说明；个人实现待补。",
      "date_published": "2026-09-22T00:00:00.000Z",
      "date_modified": "2026-09-22T00:00:00.000Z",
      "tags": [
        "算法",
        "ICPC",
        "2026 网络赛第二场"
      ]
    },
    {
      "id": "https://nan2inf.cn/algo/training/icpc-2026-online-ii-g-ghost-of-tsushima/",
      "url": "https://nan2inf.cn/algo/training/icpc-2026-online-ii-g-ghost-of-tsushima/",
      "title": "G · Ghost of Tsushima：中文题面",
      "summary": "中文题面、约束与样例说明；个人实现待补。",
      "content_text": "中文题面、约束与样例说明；个人实现待补。",
      "date_published": "2026-09-22T00:00:00.000Z",
      "date_modified": "2026-09-22T00:00:00.000Z",
      "tags": [
        "算法",
        "ICPC",
        "2026 网络赛第二场"
      ]
    },
    {
      "id": "https://nan2inf.cn/algo/training/icpc-2026-online-ii-h-hidden-track/",
      "url": "https://nan2inf.cn/algo/training/icpc-2026-online-ii-h-hidden-track/",
      "title": "H · Hidden Track (Easy Version)：中文题面与个人代码",
      "summary": "中文题面、约束与样例说明，附个人原始代码分析及本地验证。",
      "content_text": "中文题面、约束与样例说明，附个人原始代码分析及本地验证。",
      "date_published": "2026-09-22T00:00:00.000Z",
      "date_modified": "2026-09-22T00:00:00.000Z",
      "tags": [
        "算法",
        "ICPC",
        "2026 网络赛第二场"
      ]
    },
    {
      "id": "https://nan2inf.cn/algo/training/icpc-2026-online-ii-i-island/",
      "url": "https://nan2inf.cn/algo/training/icpc-2026-online-ii-i-island/",
      "title": "I · Island：中文题面与个人代码",
      "summary": "中文题面、约束与样例说明，附个人原始代码分析及本地验证。",
      "content_text": "中文题面、约束与样例说明，附个人原始代码分析及本地验证。",
      "date_published": "2026-09-22T00:00:00.000Z",
      "date_modified": "2026-09-22T00:00:00.000Z",
      "tags": [
        "算法",
        "ICPC",
        "2026 网络赛第二场"
      ]
    },
    {
      "id": "https://nan2inf.cn/algo/training/icpc-2026-online-ii-j-joker-or-judger/",
      "url": "https://nan2inf.cn/algo/training/icpc-2026-online-ii-j-joker-or-judger/",
      "title": "J · Joker or Judger：中文题面",
      "summary": "中文题面、约束与样例说明；个人实现待补。",
      "content_text": "中文题面、约束与样例说明；个人实现待补。",
      "date_published": "2026-09-22T00:00:00.000Z",
      "date_modified": "2026-09-22T00:00:00.000Z",
      "tags": [
        "算法",
        "ICPC",
        "2026 网络赛第二场"
      ]
    },
    {
      "id": "https://nan2inf.cn/algo/training/icpc-2026-online-ii-k-k-mex/",
      "url": "https://nan2inf.cn/algo/training/icpc-2026-online-ii-k-k-mex/",
      "title": "K · K-MEX：中文题面与个人代码",
      "summary": "中文题面、约束与样例说明，附个人原始代码分析及本地验证。",
      "content_text": "中文题面、约束与样例说明，附个人原始代码分析及本地验证。",
      "date_published": "2026-09-22T00:00:00.000Z",
      "date_modified": "2026-09-22T00:00:00.000Z",
      "tags": [
        "算法",
        "ICPC",
        "2026 网络赛第二场"
      ]
    },
    {
      "id": "https://nan2inf.cn/algo/training/icpc-2026-online-ii-l-loop/",
      "url": "https://nan2inf.cn/algo/training/icpc-2026-online-ii-l-loop/",
      "title": "L · Loop：中文题面与个人代码",
      "summary": "中文题面、约束与样例说明，附个人原始代码分析及本地验证。",
      "content_text": "中文题面、约束与样例说明，附个人原始代码分析及本地验证。",
      "date_published": "2026-09-22T00:00:00.000Z",
      "date_modified": "2026-09-22T00:00:00.000Z",
      "tags": [
        "算法",
        "ICPC",
        "2026 网络赛第二场"
      ]
    },
    {
      "id": "https://nan2inf.cn/math/learning/group-element-orders/",
      "url": "https://nan2inf.cn/math/learning/group-element-orders/",
      "title": "群元素的阶：从幂的周期到循环群计数",
      "summary": "从最小正周期出发，证明幂的阶公式，辨清 Lagrange 定理的方向，再计算循环群中的阶分布、方程根数与直积中的阶。",
      "content_text": "从最小正周期出发，证明幂的阶公式，辨清 Lagrange 定理的方向，再计算循环群中的阶分布、方程根数与直积中的阶。",
      "date_published": "2026-09-20T00:00:00.000Z",
      "date_modified": "2026-09-20T00:00:00.000Z",
      "tags": [
        "数学",
        "抽象代数",
        "群论",
        "循环群",
        "元素的阶"
      ]
    },
    {
      "id": "https://nan2inf.cn/algo/training/icpc-2026-online-ii-exponent/",
      "url": "https://nan2inf.cn/algo/training/icpc-2026-online-ii-exponent/",
      "title": "ICPC 2026 网络赛第二场 E：Exponent 与单位群的阶之和",
      "summary": "从模 n 单位群的结构出发，把最小公倍数拆成素数分量，用累积计数差分计算所有元素的阶之和，并给出 C++17 实现。",
      "content_text": "从模 n 单位群的结构出发，把最小公倍数拆成素数分量，用累积计数差分计算所有元素的阶之和，并给出 C++17 实现。",
      "date_published": "2026-09-20T00:00:00.000Z",
      "date_modified": "2026-09-20T00:00:00.000Z",
      "tags": [
        "算法",
        "ICPC",
        "数论",
        "群论",
        "元素的阶",
        "C++17"
      ]
    },
    {
      "id": "https://nan2inf.cn/math/learning/darboux-integrability/",
      "url": "https://nan2inf.cn/math/learning/darboux-integrability/",
      "title": "Darboux 上下和与黎曼可积判别",
      "summary": "用上下和控制所有黎曼和：分割加细、可积判别的完整证明，以及例题、反例与练习。",
      "content_text": "用上下和控制所有黎曼和：分割加细、可积判别的完整证明，以及例题、反例与练习。",
      "date_published": "2026-09-18T00:00:00.000Z",
      "date_modified": "2026-09-18T00:00:00.000Z",
      "tags": [
        "数学",
        "数学分析",
        "定积分",
        "Darboux 和"
      ]
    },
    {
      "id": "https://nan2inf.cn/math/abstract-algebra-course-map/",
      "url": "https://nan2inf.cn/math/abstract-algebra-course-map/",
      "title": "抽象代数学习路线",
      "summary": "围绕群、环、域与模组织抽象代数笔记，并给出适合连续阅读的入口。",
      "content_text": "围绕群、环、域与模组织抽象代数笔记，并给出适合连续阅读的入口。",
      "date_published": "2026-06-01T00:00:00.000Z",
      "date_modified": "2026-06-01T00:00:00.000Z",
      "tags": [
        "数学",
        "数学",
        "抽象代数",
        "学习路线"
      ]
    },
    {
      "id": "https://nan2inf.cn/math/group-action-orbit-stabilizer/",
      "url": "https://nan2inf.cn/math/group-action-orbit-stabilizer/",
      "title": "群作用与轨道-稳定子定理",
      "summary": "从群作用出发整理轨道、稳定子、类方程与 Burnside 引理之间的关系。",
      "content_text": "从群作用出发整理轨道、稳定子、类方程与 Burnside 引理之间的关系。",
      "date_published": "2026-06-01T00:00:00.000Z",
      "date_modified": "2026-06-01T00:00:00.000Z",
      "tags": [
        "数学",
        "math",
        "abstract-algebra",
        "group-action"
      ]
    },
    {
      "id": "https://nan2inf.cn/math/first-order-characteristics/",
      "url": "https://nan2inf.cn/math/first-order-characteristics/",
      "title": "一阶线性方程的特征线解法",
      "summary": "用特征线方法求解一阶线性偏微分方程，并整理初值条件的处理过程。",
      "content_text": "用特征线方法求解一阶线性偏微分方程，并整理初值条件的处理过程。",
      "date_published": "2026-06-01T00:00:00.000Z",
      "date_modified": "2026-06-01T00:00:00.000Z",
      "tags": [
        "数学",
        "math",
        "pde"
      ]
    },
    {
      "id": "https://nan2inf.cn/math/hahn-banach-theorem/",
      "url": "https://nan2inf.cn/math/hahn-banach-theorem/",
      "title": "Hahn-Banach 定理",
      "summary": "Hahn-Banach 定理的实形式、复形式及其在线性泛函延拓中的作用。",
      "content_text": "Hahn-Banach 定理的实形式、复形式及其在线性泛函延拓中的作用。",
      "date_published": "2026-06-01T00:00:00.000Z",
      "date_modified": "2026-06-01T00:00:00.000Z",
      "tags": [
        "数学",
        "math",
        "functional-analysis"
      ]
    },
    {
      "id": "https://nan2inf.cn/algo/nowcoder-2024-summer-camp-10/",
      "url": "https://nan2inf.cn/algo/nowcoder-2024-summer-camp-10/",
      "title": "2024 暑期牛客多校训练营 10",
      "summary": "2024 暑期牛客多校训练营第十场题解，记录建模、推导与 C++ 实现。",
      "content_text": "2024 暑期牛客多校训练营第十场题解，记录建模、推导与 C++ 实现。",
      "date_published": "2026-06-01T00:00:00.000Z",
      "date_modified": "2026-06-01T00:00:00.000Z",
      "tags": [
        "算法",
        "algo",
        "contest",
        "nowcoder",
        "code"
      ]
    },
    {
      "id": "https://nan2inf.cn/algo/linear-list-adt-implementation/",
      "url": "https://nan2inf.cn/algo/linear-list-adt-implementation/",
      "title": "线性表 ADT 的实现",
      "summary": "比较三种线性表和两种双端队列的表示，实践栈、表达式与基数排序；附 C++17 参考实现、契约和边界测试。",
      "content_text": "比较三种线性表和两种双端队列的表示，实践栈、表达式与基数排序；附 C++17 参考实现、契约和边界测试。",
      "date_published": "2026-06-01T00:00:00.000Z",
      "date_modified": "2026-06-01T00:00:00.000Z",
      "tags": [
        "算法",
        "algo",
        "data-structures"
      ]
    },
    {
      "id": "https://nan2inf.cn/blog/static-first-personal-site/",
      "url": "https://nan2inf.cn/blog/static-first-personal-site/",
      "title": "静态优先的个人站",
      "summary": "为什么 nan2inf.cn 从静态页面和小后端面开始。",
      "content_text": "为什么 nan2inf.cn 从静态页面和小后端面开始。",
      "date_published": "2026-05-31T00:00:00.000Z",
      "date_modified": "2026-05-31T00:00:00.000Z",
      "tags": [
        "博客",
        "architecture",
        "astro",
        "deployment"
      ]
    },
    {
      "id": "https://nan2inf.cn/research/pulse-graph-interface/",
      "url": "https://nan2inf.cn/research/pulse-graph-interface/",
      "title": "脉冲图界面笔记",
      "summary": "一种不依赖重型 WebGL 的技术页面轻量视觉语言。",
      "content_text": "一种不依赖重型 WebGL 的技术页面轻量视觉语言。",
      "date_published": "2026-05-31T00:00:00.000Z",
      "date_modified": "2026-05-31T00:00:00.000Z",
      "tags": [
        "研究",
        "interface",
        "canvas",
        "research"
      ]
    },
    {
      "id": "https://nan2inf.cn/math/compact-proof-patterns/",
      "url": "https://nan2inf.cn/math/compact-proof-patterns/",
      "title": "紧凑证明模式",
      "summary": "一则关于如何在 MDX 中保持定义、命题和证明草图可读的小笔记。",
      "content_text": "一则关于如何在 MDX 中保持定义、命题和证明草图可读的小笔记。",
      "date_published": "2026-05-31T00:00:00.000Z",
      "date_modified": "2026-05-31T00:00:00.000Z",
      "tags": [
        "数学",
        "proof",
        "mdx",
        "notes"
      ]
    },
    {
      "id": "https://nan2inf.cn/math/legacy-formula-rendering/",
      "url": "https://nan2inf.cn/math/legacy-formula-rendering/",
      "title": "TeX 公式的网页排版约定",
      "summary": "记录行内公式、行间公式与兼容写法在网页阅读中的排版边界。",
      "content_text": "记录行内公式、行间公式与兼容写法在网页阅读中的排版边界。",
      "date_published": "2026-05-31T00:00:00.000Z",
      "date_modified": "2026-05-31T00:00:00.000Z",
      "tags": [
        "数学",
        "数学",
        "TeX",
        "KaTeX"
      ]
    },
    {
      "id": "https://nan2inf.cn/algo/queue-boundaries/",
      "url": "https://nan2inf.cn/algo/queue-boundaries/",
      "title": "小系统里的队列边界",
      "summary": "一则关于为什么个人工具后端的后台任务应当基于白名单的小笔记。",
      "content_text": "一则关于为什么个人工具后端的后台任务应当基于白名单的小笔记。",
      "date_published": "2026-05-31T00:00:00.000Z",
      "date_modified": "2026-05-31T00:00:00.000Z",
      "tags": [
        "算法",
        "rq",
        "security",
        "backend"
      ]
    },
    {
      "id": "https://nan2inf.cn/projects/ascend-archive/",
      "url": "https://nan2inf.cn/projects/ascend-archive/",
      "title": "Ascend 竞赛资料索引",
      "summary": "整理 Ascend 竞赛、性能优化与榜单系统中值得长期保留的实现记录。",
      "content_text": "整理 Ascend 竞赛、性能优化与榜单系统中值得长期保留的实现记录。",
      "date_published": "2026-05-31T00:00:00.000Z",
      "date_modified": "2026-05-31T00:00:00.000Z",
      "tags": [
        "项目",
        "Ascend",
        "竞赛",
        "性能优化"
      ]
    },
    {
      "id": "https://nan2inf.cn/projects/personal-site/",
      "url": "https://nan2inf.cn/projects/personal-site/",
      "title": "nan2inf.cn 个人站",
      "summary": "以 Astro 静态内容为主体、Django 小后端为补充的个人知识站。",
      "content_text": "以 Astro 静态内容为主体、Django 小后端为补充的个人知识站。",
      "date_published": "2026-05-31T00:00:00.000Z",
      "date_modified": "2026-05-31T00:00:00.000Z",
      "tags": [
        "项目",
        "astro",
        "django",
        "infra"
      ]
    },
    {
      "id": "https://nan2inf.cn/research/legacy/com-knowledge-262/",
      "url": "https://nan2inf.cn/research/legacy/com-knowledge-262/",
      "title": "23年",
      "summary": "语言模型的重要意义，有哪些语言模型 unigram bigram计算。",
      "content_text": "语言模型的重要意义，有哪些语言模型 unigram bigram计算。",
      "date_published": "2026-02-12T00:00:00.000Z",
      "date_modified": "2026-02-13T00:00:00.000Z",
      "tags": [
        "研究",
        "NLP",
        "资料"
      ]
    },
    {
      "id": "https://nan2inf.cn/research/legacy/com-knowledge-263/",
      "url": "https://nan2inf.cn/research/legacy/com-knowledge-263/",
      "title": "24年",
      "summary": "一、简答（40’，每个8’） 1. HMM和BMM方法的定义，以及两者的主要区别。",
      "content_text": "一、简答（40’，每个8’） 1. HMM和BMM方法的定义，以及两者的主要区别。",
      "date_published": "2026-02-12T00:00:00.000Z",
      "date_modified": "2026-02-13T00:00:00.000Z",
      "tags": [
        "研究",
        "NLP",
        "资料"
      ]
    },
    {
      "id": "https://nan2inf.cn/research/legacy/com-knowledge-264/",
      "url": "https://nan2inf.cn/research/legacy/com-knowledge-264/",
      "title": "25年",
      "summary": "语言模型是什么？有什么常见的语言模型？ 简单计算 unigram, bigram。",
      "content_text": "语言模型是什么？有什么常见的语言模型？ 简单计算 unigram, bigram。",
      "date_published": "2026-02-12T00:00:00.000Z",
      "date_modified": "2026-02-13T00:00:00.000Z",
      "tags": [
        "研究",
        "NLP",
        "资料"
      ]
    },
    {
      "id": "https://nan2inf.cn/research/legacy/com-knowledge-273/",
      "url": "https://nan2inf.cn/research/legacy/com-knowledge-273/",
      "title": "词法",
      "summary": "Bi-directional MM: 双向最大匹配算法。",
      "content_text": "Bi-directional MM: 双向最大匹配算法。",
      "date_published": "2026-02-12T00:00:00.000Z",
      "date_modified": "2026-02-13T00:00:00.000Z",
      "tags": [
        "研究",
        "NLP",
        "资料"
      ]
    },
    {
      "id": "https://nan2inf.cn/research/legacy/com-knowledge-272/",
      "url": "https://nan2inf.cn/research/legacy/com-knowledge-272/",
      "title": "词义",
      "summary": "NLP中关于「词义」的主题笔记。",
      "content_text": "NLP中关于「词义」的主题笔记。",
      "date_published": "2026-02-12T00:00:00.000Z",
      "date_modified": "2026-02-13T00:00:00.000Z",
      "tags": [
        "研究",
        "NLP",
        "资料"
      ]
    },
    {
      "id": "https://nan2inf.cn/research/legacy/com-knowledge-271/",
      "url": "https://nan2inf.cn/research/legacy/com-knowledge-271/",
      "title": "机器翻译",
      "summary": "NLP中关于「机器翻译」的主题笔记。",
      "content_text": "NLP中关于「机器翻译」的主题笔记。",
      "date_published": "2026-02-12T00:00:00.000Z",
      "date_modified": "2026-02-13T00:00:00.000Z",
      "tags": [
        "研究",
        "NLP",
        "资料"
      ]
    },
    {
      "id": "https://nan2inf.cn/research/legacy/com-course-613/",
      "url": "https://nan2inf.cn/research/legacy/com-course-613/",
      "title": "计算机视觉",
      "summary": "计算机视觉的课程笔记，按主题、章节与习题整理。",
      "content_text": "计算机视觉的课程笔记，按主题、章节与习题整理。",
      "date_published": "2026-02-12T00:00:00.000Z",
      "date_modified": "2026-02-12T00:00:00.000Z",
      "tags": [
        "研究",
        "计算机视觉"
      ]
    },
    {
      "id": "https://nan2inf.cn/research/legacy/com-knowledge-627/",
      "url": "https://nan2inf.cn/research/legacy/com-knowledge-627/",
      "title": "计算机视觉期末复习笔记",
      "summary": "系统整理图像滤波、特征提取、分割、几何与深度学习等计算机视觉核心主题。",
      "content_text": "系统整理图像滤波、特征提取、分割、几何与深度学习等计算机视觉核心主题。",
      "date_published": "2026-02-12T00:00:00.000Z",
      "date_modified": "2026-02-13T00:00:00.000Z",
      "tags": [
        "研究",
        "计算机视觉",
        "图像处理",
        "深度学习",
        "复习笔记"
      ]
    },
    {
      "id": "https://nan2inf.cn/research/legacy/com-knowledge-622/",
      "url": "https://nan2inf.cn/research/legacy/com-knowledge-622/",
      "title": "计算机视觉实验 1：卷积与二维图像处理",
      "summary": "围绕二维卷积、互相关和滤波复杂度展开的理论推导与图像处理实验。",
      "content_text": "围绕二维卷积、互相关和滤波复杂度展开的理论推导与图像处理实验。",
      "date_published": "2026-02-12T00:00:00.000Z",
      "date_modified": "2026-02-13T00:00:00.000Z",
      "tags": [
        "研究",
        "计算机视觉",
        "二维卷积",
        "互相关",
        "实验"
      ]
    },
    {
      "id": "https://nan2inf.cn/research/legacy/com-knowledge-268/",
      "url": "https://nan2inf.cn/research/legacy/com-knowledge-268/",
      "title": "句法",
      "summary": "Inside-Outside（内外）算法的问题 计算速度慢 每次迭代的时间复杂度为 ，其中 ， 表示文法中非终结符的数量。 容易陷入局部最优 Charniak 指出，在每一次试验中，算法往往会收敛到不同的局部最大值。",
      "content_text": "Inside-Outside（内外）算法的问题 计算速度慢 每次迭代的时间复杂度为 ，其中 ， 表示文法中非终结符的数量。 容易陷入局部最优 Charniak 指出，在每一次试验中，算法往往会收敛到不同的局部最大值。",
      "date_published": "2026-02-12T00:00:00.000Z",
      "date_modified": "2026-02-13T00:00:00.000Z",
      "tags": [
        "研究",
        "NLP",
        "资料"
      ]
    },
    {
      "id": "https://nan2inf.cn/research/legacy/com-knowledge-267/",
      "url": "https://nan2inf.cn/research/legacy/com-knowledge-267/",
      "title": "句义分析概览",
      "summary": "自然语言处理中的格语法与语义角色标注主题索引。",
      "content_text": "自然语言处理中的格语法与语义角色标注主题索引。",
      "date_published": "2026-02-12T00:00:00.000Z",
      "date_modified": "2026-02-13T00:00:00.000Z",
      "tags": [
        "研究",
        "NLP",
        "句义分析",
        "语义角色标注"
      ]
    },
    {
      "id": "https://nan2inf.cn/research/legacy/com-knowledge-265/",
      "url": "https://nan2inf.cn/research/legacy/com-knowledge-265/",
      "title": "人机交互",
      "summary": "面向任务的人机交互, 大概由什么样的内容组合 (1) 人际交流是人类社会的一个主要特征, 是推动人类社会向前发展的重要动力 (2) 自然语言是人际交流的主要工具之一 (3) 对话是使用自然语言进行人际交流的主要方式之一。",
      "content_text": "面向任务的人机交互, 大概由什么样的内容组合 (1) 人际交流是人类社会的一个主要特征, 是推动人类社会向前发展的重要动力 (2) 自然语言是人际交流的主要工具之一 (3) 对话是使用自然语言进行人际交流的主要方式之一。",
      "date_published": "2026-02-12T00:00:00.000Z",
      "date_modified": "2026-02-13T00:00:00.000Z",
      "tags": [
        "研究",
        "NLP",
        "资料"
      ]
    },
    {
      "id": "https://nan2inf.cn/research/legacy/com-course-518/",
      "url": "https://nan2inf.cn/research/legacy/com-course-518/",
      "title": "昇腾开发板",
      "summary": "昇腾开发板课程入口；公开章节尚在核对与整理。",
      "content_text": "昇腾开发板课程入口；公开章节尚在核对与整理。",
      "date_published": "2026-02-12T00:00:00.000Z",
      "date_modified": "2026-02-12T00:00:00.000Z",
      "tags": [
        "研究",
        "昇腾开发板"
      ]
    },
    {
      "id": "https://nan2inf.cn/research/legacy/com-knowledge-624/",
      "url": "https://nan2inf.cn/research/legacy/com-knowledge-624/",
      "title": "实验2-1 图像变换",
      "summary": "1. 掌握图像的参数化几何变换原理 2. 掌握图像的前向变换与逆向变换 3. 掌握图像的下抽样原理以及图像的内插方法原理 4. 掌握图像的高斯金字塔与拉普拉斯金字塔表示原理 前向变换: ; 存在问题 不一定是整数 逆向变换: ; 存在问题 不一定可逆. 且逆变换也不一定是整数。",
      "content_text": "1. 掌握图像的参数化几何变换原理 2. 掌握图像的前向变换与逆向变换 3. 掌握图像的下抽样原理以及图像的内插方法原理 4. 掌握图像的高斯金字塔与拉普拉斯金字塔表示原理 前向变换: ; 存在问题 不一定是整数 逆向变换: ; 存在问题 不一定可逆. 且逆变换也不一定是整数。",
      "date_published": "2026-02-12T00:00:00.000Z",
      "date_modified": "2026-02-13T00:00:00.000Z",
      "tags": [
        "研究",
        "计算机视觉",
        "实验报告",
        "实验"
      ]
    },
    {
      "id": "https://nan2inf.cn/research/legacy/com-knowledge-623/",
      "url": "https://nan2inf.cn/research/legacy/com-knowledge-623/",
      "title": "实验2-2 特征检测",
      "summary": "1. 计算基于高斯一阶微分的图像梯度（幅值图与方向图）, 分析高斯方差对图像梯度的影响。",
      "content_text": "1. 计算基于高斯一阶微分的图像梯度（幅值图与方向图）, 分析高斯方差对图像梯度的影响。",
      "date_published": "2026-02-12T00:00:00.000Z",
      "date_modified": "2026-02-13T00:00:00.000Z",
      "tags": [
        "研究",
        "计算机视觉",
        "实验报告",
        "实验"
      ]
    }
  ]
}