Three C++ projects assigned for the Numerical Methods for Electrical Engineering (EE 242) course in the Spring 2021 semester.
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Updated
Aug 8, 2022 - C++
Three C++ projects assigned for the Numerical Methods for Electrical Engineering (EE 242) course in the Spring 2021 semester.
[IEEE TSP 2024] "OPIT: A Simple but Effective Sparse Subspace Tracking". In IEEE Transactions on Signal Process. 2024
Locally-biased Spectral Approximation for Community Detection
Hamming Network implementation using pca implementation for reduction all from scratch
This gives steady state Network Flow from the given Pref-Defined Network Flow of a System. And a Python implementation of Larry Page's famous PageRank algorithm.
LoopForge - 长程自主编程智能体编排与治理平台 (Long-range autonomous coding agent orchestration & governance platform)
This repository contains the projects for the "Numerical Methods for Electrical Engineers" course. The projects are implemented in C++ and cover key numerical methods like Gaussian elimination, power iteration algorithm, and secant and bisection methods.
Course project designed as TA for Linear Algebra, utilizing Markov Chains to model economic dynamics.
Code and data for the paper "Stable Because It Stopped Computing"
Simple image recognition system in C using Power Iteration to compute top K eigenfaces
PageRank with teleportation, computed by power iteration on a dense NumPy matrix. Group coursework from December 2022.
implementation of some basic numerical method and problem using C language, Course Math-304
Hamming Network implementation using PCA implementation from scratch
Numerical analysis project implementing PageRank with sparse power iteration, dangling-node correction, and direct-solve verification in MATLAB
Some notes on linear algebra and numerical linear algebra
Eigenpairs from Matrix–Vector Products: Power Iteration, Deflation, Lanczos, and Arnoldi
PageRank random walk and power iteration centrality engine scoring authority and influence across interconnected agent networks.
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