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mathematics_basic_for_ML
  • README
  • README
    • Summary
    • Geometry
      • EulerAngle
    • Geometry
      • Gimbal lock
    • Geometry
      • Quaternion
    • Geometry
      • RotationMatrix
    • Information
      • Divergence
    • Information
      • 信息熵 entropy
    • LinearAlgebra
      • Conjugate
    • LinearAlgebra
      • Hessian
    • LinearAlgebra
      • IllConditioning
    • LinearAlgebra
      • SVD
    • LinearAlgebra
      • det
    • LinearAlgebra
      • eigendecomposition
    • LinearAlgebra
      • norm
    • LinearAlgebra
      • orthogonal
    • LinearAlgebra
      • special_matrix
    • LinearAlgebra
      • trace
    • LinearAlgebra
      • vector
    • Mathematics
      • Complex
    • Mathematics
      • ExponentialDecay
    • Mathematics
      • average
    • Mathematics
      • calculus
    • Mathematics
      • convex
    • Mathematics
      • derivative
    • Mathematics
      • 距离
    • Mathematics
      • function
    • Mathematics
      • space
    • Numbers
      • 几何级数
    • Numbers
      • SpecialNumbers
    • NumericalComputation
      • ConstrainedOptimization
    • NumericalComputation
      • GradientDescent
    • NumericalComputation
      • Newton
    • NumericalComputation
      • Nominal
    • NumericalComputation
      • ODE_SDE
    • NumericalComputation
      • Preprocessing
    • Probability
      • bayes
    • Probability
      • distribution
    • Probability
      • expectation_variance
    • Probability
      • 贝叶斯公式
    • Probability
      • functions
    • Probability
      • likelihood
    • Probability
      • mixture_distribution
    • Probability
      • 一些术语
    • Probability
      • probability_distribution
    • Mathematics
      • Formula
        • euler
    • Mathematics
      • Formula
        • jensen
    • Mathematics
      • Formula
        • taylor
    • Mathematics
      • Formula
        • trigonometric
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