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convergence-analysis

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ZO-AdaMM-vs-FO-AdaMM-convergence-and-minima-shape-comparison

A Python math package for numerical analysis: root finding, iterative solvers & other algorithms. Bisection, Newton, Euler, RK2, RK4, Adams-Bashforth-Moulton, etc. Uses Python, NumPy, SymPy, pytest.

  • Updated May 22, 2023
  • Python

This project investigates convergence for solving linear systems. It implements Jacobi and SOR methods, explores convergence, optimizes performance via ω, and analyzes spectral radius/determinant. It aims to enhance iterative method efficiency for linear systems.

  • Updated Apr 3, 2024
  • Jupyter Notebook

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