MathZi

This is a library fully written in Zig and will be used to provide various mathematical operations and algorithms natively. Many of these will be inspired by MATLAB (I'm a math student don't judge me) and another aim is to also be able to have it work with C/C++ as well.

Note: This library does require to link with libc

Goals:

• Runge-Kutta 4th Order algorithm (ODE Solver)
• Euler's Numerical Method (ODE Solver)
• Vec3 Abstraction: src/vec3.zig
• Matrix operations
• Binomial Distribution
• Normal Distribution
• Poisson Distribution
  • .Probability_L and .Probability_R are not working properly
• Compound Poisson Distribution
• Linear Regression
• Polynomial Regression
• Incremental Five Moments Stats type
• Secant Method: src/secant.zig
  • Won't do Newton since it requires derivative, secant allows us to approx that
• Newton Interpolation
• Taylor Series
• Integral approximation using GaussQuadruture
• Chinese Remainder Theorem

Matlab Functions to Implement:

• linspace
• zeros
• ones
• eye
• inv
• det
• eig

Requires LibC:

• newtonInterpolation
• taylorSeries
• chineseRemainder