shahrokhx/MachineLearning

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Created almost 5 years ago
Updated almost 5 years ago

shahrokhx/MachineLearning

shahrokhx

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All Practice Codes for Machine Learning and Computational Data Analysis

FEM_Toolbox

A general FEM toolbox to analyze planar (2D) and 3D structures, including trusses, beams, frames, plane stress/strain, and 3D solid structures. The package including a graphical user interface (GUI) and visulization tools to fascilitate modeling and analyzing process. This toolbox can also be employed for educational purposes.

FEM_Educational_Demos

A set of educational and visualization scripts to help engineering students learn and internalize FEM concepts.

SimplexTableau_Toolbox

An implementation of the Simplex Tableau algorithm for solving linear programming (LP) problems.

FEM_ProgrammingProject

This is a complete MATLAB project, designed for grad engineering students (e.g. ME, CEE, AE, etc.), to learn and internalize finite element methods through implementing the FEM concepts. This project includes a complete (~30 pages) description and instructions for implementation, the skeleton files, and input file examples. The solutions and an auto-grader code to evaluate the students submissions are also available upon request.

DataAndVisualAnalytics

This repository includes all codes & projects that I developed during CSE 6242 at Georgia Tech

FEM_MATLAB_Assignments

This is a set of weekly MATLAB assignments walking undergrad and grad students in engineering majors (ME, CEE, AE, etc.) through FEM concepts by practically implementing a complete truss analyzing program in MATLAB. A step-by-step problem description is added for each assignment, and a complete solution is also provided.

StructuralAnalysis_SampleCodes

A set of MATLAB sample codes to help engineering students (e.g. ME, CEE, AE, etc.), to learn and internalize numerical techniques for anaylizing mechanical structures, including trusses, beams, frames, etc.

Intro_to_ESN

This repository includes a simple implementation of Echo State Networks (ESNs)

StructuralAnalysis_ProgrammingProject

This is a complete MATLAB project, designed for engineering students (e.g. ME, CEE, AE, etc.), to learn and internalize numerical approaches employed for analysis mechanical structures. This project includes a complete (~15 pages) description and instructions for implementation, the skeleton files, and input file examples. The solution and an auto-grader code to automatically evaluate the students submissions are also available upon request.