jElhamm / Mathematical-Computing

"A collection of projects related to mathematical computations."

Mathematical Computing

This repository is a comprehensive collection of topics related to Matrices, Graphs, Statistics, Statistical Distributions, and Fourier Transform. It serves as a valuable resource for understanding and implementing these concepts in various applications.

Projects List

• Graph

  Minimum Spanning Tree

  Depth-First Search (directed graphs)

  Depth-First Search (undirected graphs)

  Breadth-First Search (directed graphs)

  Breadth-First Search (undirected graphs)

• Matrix

  Sort The Matrix

  Matrix Transpose

  Matrix Operations

  Top_k Matrix Search

  Scalar Multiplication

  Matrix Laplace Transform

  Calculation Of Determinants

  Matrix Inverse With Formula

  Matrix Inverse With Gauss Jordan

  Fourier Transform Of Matrix (with math)

  Fourier Transform Of Matrix (with numpy)

• Fourier Transform

  Fast Fourier Transform

  Discrete Fourier Transform

  Signal Fourier Transform Visualization

• Statistical Calculations

  Variance

  Covariance

  Standard Deviation

  n_th Order Moment

  Probability Mass Function

  Cumulative Distribution Function

• Statistical Distributions

  Gamma Distribution

  Normal Distribution

  Pascal Distributionn

  Poisson Distribution

  Uniform Distribution

  Binomial Distribution

  Bernoulli Distribution

  Geometric Distribution

  Laplacian Distribution

  Multinomial Distribution

  Exponential Distribution

Usage:

Each topic is organized into dedicated directories with clear explanations, code examples, and illustrative diagrams where applicable. You can explore the content by navigating through the directories and reviewing the individual files.