# Summary

* [Introduction]()
* [数值分析](summary)
  * [数值积分](numericalanalysis/numericalintegration)
* [数论](summary)
  * [数论](numbers/specialnumbers)
  * [几何级数](numbers/geometricprogression)
* [线性代数](summary)
  * [范数](linearalgebra/norm)
  * [向量](linearalgebra/vector)
  * [矩阵](linearalgebra/matrix)
  * [2D线性变换](linearalgebra/2dtransformation)
  * [2D仿射变换](linearalgebra/2daffinetransformation)
  * [逆变换](linearalgebra/inverse)
  * [变换的合成与分解](linearalgebra/complextransformation)
  * [3D变换](linearalgebra/3dtransformation)
  * [特殊类型的矩阵和向量](linearalgebra/special_matrix)
    * [Hessian矩阵](linearalgebra/hessian)
  * [正交](linearalgebra/orthogonal)
  * [特征分解](linearalgebra/eigendecomposition)
  * [奇异值分解](linearalgebra/svd)
  * [迹运算](linearalgebra/trace)
  * [行列式](linearalgebra/det)
  * [病态矩阵](linearalgebra/illconditioning)
  * [共轭](linearalgebra/conjugate)
* [高等数学](summary)
  * [距离](mathematics/distance)
  * [平均值](mathematics/average)
  * [空间](mathematics/space)
  * [函数](mathematics/function)
  * [导数](mathematics/derivative)
  * [微积分](mathematics/calculus)
  * [复数](mathematics/complex)
  * [凸优化问题](mathematics/convex)
  * [公式](summary)
    * [jensen不等式](mathematics/formula/jensen)
    * [泰勒公式](mathematics/formula/taylor)
    * [欧拉公式](mathematics/formula/euler)
    * [三角函数](mathematics/formula/trigonometric)
  * [指数衰减](mathematics/exponentialdecay)
* [数值计算](summary)
  * [归一化和标准化](numericalcomputation/preprocessing)
  * [分类标签数字化](numericalcomputation/nominal)
  * [梯度下降法](numericalcomputation/gradientdescent)
  * [牛顿法](numericalcomputation/newton)
  * [带约束的优化](numericalcomputation/constrainedoptimization)
  * [ODE & SDE](numericalcomputation/ode_sde)
* [概率论](summary)
  * [一些术语](probability/norms)
  * [概率分布](probability/probability_distribution)
  * [期望和方差](probability/expectation_variance)
  * [常见分布](probability/distribution)
  * [混合分布](probability/mixture_distribution)
  * [常用函数](probability/functions)
  * [有用的公式](probability/formulas)
  * [最大似然估计](probability/likelihood)
  * [贝叶斯统计](probability/bayes)
* [信息论](summary)
  * [熵](information/entropy)
  * [散度、交叉熵](information/divergence)
* [几何](summary)
  * [欧拉角](geometry/eulerangle)
  * [四元数](geometry/quaternion)
  * [旋转矩阵](geometry/rotationmatrix)
  * [万向节死锁](geometry/gimbal-lock)
  * [黎曼流形](geometry/riemannianmanifolds)
  * [球谐基](geometry/sphericalharmonics)
