Applications of linear algebra
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Updated
Apr 6, 2017 - MATLAB
Applications of linear algebra
A solution, written in C, to the heat equation using Crank-Nicholson and finite differences.
Building a system for face recognition and gender classification. The dataset comes from FaceScrub.
A solution, written in C, to Korteweg de Vries using the fourth order Runge-Kutta method and finite differences.
Single-file implementations of 2D and 3D acoustic and elastic wave propagation in time domain using finite-differences(FDTD). Simple formulation and implementation
Conjugate gradients minimization
OpenCAL, the Open Computing Abstraction Layer Domain Specific Language for Structured Grid Meshes
Interactive web-based simulator of electromagnetic waves
A website I created giving a brief overview of mathematical optimization techniques. These techniques can be useful in understanding the intuition behind machine learning algorithms.
Python-Fortran bindings examples
Solving P.D.E. by finite differences and using OpenMP. 💻
Numerical differentiation leveraging convolutions based on PyTorch
🧮 Solving the Black-Scholes equation by the finite-difference methods and researching of the Cuthill-McKee and the minimum degree algorithms
A Finite Difference Method Engine in C++
comparison of derivative discretization methods
Set of modern Fortran numerical methods.
Collection of Matlab, Python and Jupyter Notebook scripts for Finite-Difference seismic wave simulation in 1-D and 2-D
Simulates the propagation of the acoustic wave using the finite difference method in 2D and 3D domains.
A simple finite-difference library using Eigen.
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