strumberr / math-foundations-programming

A lot of math algorithms with their respective plots/graphs.

math-foundations-programming

It includes the following algorithms and topics:

• Pagerank algorithm with network interpolated node plotting
• Types of approximation
• Gaussian elimination
• Interpolation
  • Cubic Interpolation
  • Linear Interpolation
  • Lagrange Interpolation
• Iteration Methods
  • gaussian iteration
  • Jacobi method
• Minima Maxima
• Prey and Predator algorithm
• Root calculation
  • Bisection
  • Fixed Point
  • Newton's Method

Examples

hybrid_solver:

X0 = -1

Equation = (x-3)*(x-1)**2

newtons_method:

Function: x**2 - 4

Function: cos(x) - 1

Exercise 1: find_root.py

Result: 0.348660945892334