Numerical Analysis code from the Oscar Veliz YouTube Channel
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Updated
Jul 25, 2024 - Python
Numerical Analysis code from the Oscar Veliz YouTube Channel
goto_conversion and efficient_shin_conversion (faster Shin's method)
Python implementation of various soccer/football analytics methods such as Poisson goals prediction, Shin method, machine learning prediction... This is a companion python module for octosport medium blog.
Fast computation of some matrices useful in statistics
Implementation of learning a Gaussian mixture model using tensor decomposition.
In numerical analysis, a numerical method is a mathematical tool designed to solve numerical problems. The implementation of a numerical method with an appropriate convergence check in a programming language is called a numerical algorithm
Data Mining and Machine Learning Algorithm Implementations
Nonlinear Power Method for Computing Eigenvectors of Proximal Operators and Neural Networks
PageRank serial and parallel implementation
This repository contains a series of mini-projects focused on fundamental numerical methods implemented in MATLAB. These projects cover key areas in numerical linear algebra and root-finding techniques, each designed to provide practical insights into mathematical theories and their computational applications.
Applying Diffrenet iterative methods to find some specific (smallest or largest) eigen values
Códigos y prácticas de MATLAB para la materia de cálculo numérico
C code bisection, gauss seidel, incremental search, jacobi Method , LU Decomposition, Newton_Raphson, Power Method, QR_Decomposition, regula_falsi Method, Simpson and Trapezoidal Integration
Implementation of the PageRank algorithm using Power Method
Using Constrained LS, SVD analysis and PageRank to efficiently solve common problems
Solve finite-bandwidth Eliashberg equations
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