GitHub topics: eigenvalues
mashaan14/only-numpy
Machine learning algorithms implemented using numpy functions.
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JacobHA/Perron_root_bounds
Calculate bounds on the Perron (dominant) eigenvalue of nonnegative matrices
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LinuzJ/apato
Subscription service for rental apartment IRR. Written in Rust.
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KAVAN-DESAI/Steady-State-Network-Flow
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.
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Aalaa4444/Hamming_Network
Hamming Network implementation using PCA implementation from scratch
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machulsky61/Linear-Algebra
Computational Linear Algebra course covering topics like iterative methods, matrix decompositions, and applications. It includes theoretical concepts, practical exercises, and code. Advanced methods like QR factorization, spectral theorem, and iterative solvers for linear systems.
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ZongkangZhang/QKSD
Code to accompany: "Measurement-efficient quantum Krylov subspace diagonalisation".
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achiverram28/FedLSF-DCOSS
Official implementation of the paper "FedLSF: Federated Local Graph Learning via Specformers"
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merkouris148/numerical-analysis-algorithms
Some numerical analysis algorithms, from scratch, written in Octave
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bhrnjica/MagmaSharp 📦
.NET High Level API for MAGMA - Matrix Algebra for GPU and Multicore Architectures.
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KenEzekiel/Algeo02-21055
Linear and Geometry Algebra Project, featuring Face Recognition, solved by using PCA Analysis and Eigenface
Language: Python - Size: 142 MB - Last synced at: about 1 year ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 1

MohEsmail143/face-recognition
Face Recognition using PCA & LDA dimensionality reduction, then classification using KNN.
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Mayur-Kyatham/Linear-Algebra
Linear Algebra for Machine Learning and Data Science
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RalphAS/GenericMRRR.jl
Symmetric Tridiagonal eigensolver in Julia
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oamarques/STCollection
Collection of symmetric tridiagonal and bidiagonal matrices.
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perpendicooler/Infinite-Matrices-And-Its-Application
Infinite Matrices and Its Application
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KuratZero/c-eigenvalues-compute
Программа вычисления собственных значений квадратной матрицы
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stdogpkg/stdog
The main goal of StDoG is to provide a package which can be used to study dynamical and structural properties (like spectra) on graphs with a large number of vertices.
Language: Python - Size: 6.01 MB - Last synced at: 4 days ago - Pushed at: almost 6 years ago - Stars: 8 - Forks: 1

cemsbv/tridiag-eigen
Numerical precise eigen decomposition for ill-conditioned symmetric tridiagonal matrices
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lprtk/financial-crisis-model
Build early warning indicators with SAS
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CarlKho-Minerva/MarkovMatrix_FootTraffic-NamsanSeoulLibrary
An in-depth exploration of foot traffic patterns at Namsan Library using a page-rank-like mathematical model. This project represents the culmination of a linear algebra course, showcasing practical applications of matrix operations and eigenvalue analysis in real-world scenarios.
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GTAC-ITEAM-UPV/toeplitz_inertia
Software for computing the inertia of a hermitian Toeplitz-block matrix.
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Samahussien7/Hamming-Network
Hamming Network implementation using pca implementation for reduction all from scratch
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keksipurkki/keksipurkki-demos-qr
Implicit QR method (Fortran 2018)
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stefanmaierhofer/Uncodium.Eigensystems
numerical diagonalization of 3x3 matrices
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parthsompura/Working-with-huge-matrices
Linear Programming, Quadratic Programming, and Working with Huge matrices
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zhiyunl/EvecFromEval
A implementation of new method for calculating eigenvector from eigenvalue, inspired by the paper "Eigenvectors from Eigenvalues".
Language: Python - Size: 234 KB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 1 - Forks: 0

vaishnu7/ROSENZWEIG-MACARTHUR-Model
in this repository, we learn how to find equilibrium points of a system of non-linear ODE and calculate the solution using Runge-Kutta Fourth Order (RK4). The equations used here can be found in the article link attached.
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leonard-seydoux/arrayprocessing
Array processing
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arasgungore/EE242-projects
Three C++ projects assigned for the Numerical Methods for Electrical Engineering (EE 242) course in the Spring 2021 semester.
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rayyamhk/Matrix.js
A professional, comprehensive and high-performance library for you to manipulate matrices.
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dantemazza/matrix-plus
Implementation of Laplace expansion(solves for determinant/inverse), Gram-Schmidt, and QR algorithms with a Swing calculator
Language: Java - Size: 57.6 KB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 1 - Forks: 0

zlliang/eigenvalue-problem-experiments 📦
Numerical experiments on eigenvalue problems in MATLAB®
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anishdulal/principal-component-analysis-PCA
We perform PCA for both visualization and feature selection here.
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OS-M/numerical-matrix-eigenvalues-research
Research on finding matrix eigenvalues and eigenvectors
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MauricioVazquezM/NumericalMethodsCourseAssignments
Numerical Methods course assignments.
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jaimiosyncrasy/heatmap
Publicly available visualization tool for evaluating many control configurations of Phasor-Based Control on three-phase unbalanced distribution grid feeders
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SINGHxTUSHAR/Assignment-72
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SINGHxTUSHAR/Assignment-71
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TBenkHyd2/PCA
Spatial Principal Component Analysis (SPCA 1.1) and Clustering of Observations (KNN K-means HC) with Matlab
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virelfauzan/Praktikum-Matematika-Lanjut-1
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vaitybharati/PCA
PCA
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vaitybharati/P33.-Unsupervised-ML---PCA-Data-Mining-Univ-
Unsupervised-ML---PCA-Data-Mining-Univ. Import Dataset, Converting data to numpy array, Normalizing the numerical data, Applying PCA Fit Transform to dataset, PCA Components matrix or covariance Matrix, Variance of each PCA, Final Dataframe, Visualization of PCAs, Eigen vector and eigen values for a given matrix.
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diegofgcoelho/tridiagonal
C/C++ implementation of fast estimation of largest eigenvalue based on the Power method.
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hirokitokura/tokura_zgeev_batched
Language: Cuda - Size: 7.92 MB - Last synced at: over 1 year ago - Pushed at: about 4 years ago - Stars: 1 - Forks: 0

nrutkowski1/eigenvectors_and_eigenvalues
calculate eigenvalues and eigenvectors for a 3x3 matrix and eigenvalues for a 2x2 matrix
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nammnjoshii/Clustering_and_Factor_Analysis-Gross-Pointe-Associates-And-The-Microvan-
Recommendations on which characteristics are most important for determining whether a customer has a favourable perception of the microvan concept, to segment the market, and to determine which segment(s) would be good to target based on the analysis of data.
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emilstahl97/Linear-Algebra 📦
Vectors, matrices, linear equations, Gaussian elimination, vector geometry with dot product and vector product, determinants, vector spaces, linear independence, bases, change of basis, linear transformations, the least-squares method, eigenvalues, eigenvectors, quadratic forms, orthogonality, inner-product space, Gram-Schmidt's method.
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flaport/eigs
Find Eigenvalues and Eigenvectors with Rust using UMFPACK + ARPACK
Language: Rust - Size: 41 KB - Last synced at: 17 days ago - Pushed at: almost 2 years ago - Stars: 3 - Forks: 0

gonzafernan/ModelosNumericos
Modelos Numéricos en el Diseño de Sistemas de Control para Estructuras Flexibles
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cuguilke/psykedelic
Pruning System in Keras for a Deeper Look Into Convolutions
Language: Python - Size: 3.21 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 2 - Forks: 0

AvivR94/Normalized-Spectral-Clustering-Project
Clustering algorithm with other functions (Laplacian Norm, Jacobi algorithm - Eigenvalues and Eigenvectors extractor, etc)
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EgorOrachyov/qr-algorithm 📦
QR-decomposition based QR-algorithm for eigenvalues evaluation of symmetric matrix with real values with OpenMP directives for parallelization of computations for multi-core systems
Language: C++ - Size: 11 MB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

u1234x1234/pyspectra
Unofficial python interface to Spectra library; GPU accelerated eigenvalue / TruncatedSVD problems solving
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cgyurgyik/eigenvectors-from-eigenvalues
Function to compute the normed eigenvectors from the eigenvalues of a Hermitian matrix.
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haukegravenkamp/osculations
Compute eigencurves of matrix flows and find osculations and mode crossings
Language: MATLAB - Size: 2.15 MB - Last synced at: 10 months ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 0

sdunbarne/FastestMixing
Section 14 of a tentative book on Markov chains with detailed analysis of eigenvalues of Markov chains of random walks.
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wingkitlee0/cuda-python-magma-examples
Examples for using Magma GPU library (CUDA) for linear algebra.
Language: Python - Size: 11.7 KB - Last synced at: almost 2 years ago - Pushed at: over 4 years ago - Stars: 6 - Forks: 2

stdogpkg/emate
eMaTe can estimate the spectral density and trace functions even in matrices or graphs (undirected or directed) with million of nodes. (kernel polynomial method and SLQ)
Language: Python - Size: 262 KB - Last synced at: 22 days ago - Pushed at: over 2 years ago - Stars: 10 - Forks: 2

chernikovtimofey/matrix-calculator
Course work for third semester. Matrix calculator with possibility of finding eigenpairs
Language: C++ - Size: 297 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

aeglon97/linear-algebra-python Fork of bkimo/linear-algebra-python
Class homework for Linear Algebra in Python
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harsh306/PCA_CelebA
Language: Jupyter Notebook - Size: 80.1 KB - Last synced at: almost 2 years ago - Pushed at: almost 7 years ago - Stars: 2 - Forks: 1

manojkvel/pricing_ird_using_hjm
Pricing Interest Rate Derivatives under HJM Model
Language: Java - Size: 11.6 MB - Last synced at: almost 2 years ago - Pushed at: about 4 years ago - Stars: 1 - Forks: 0

awillats/dynamics-visualizer-p5
An interactive visualization of what a dynamical system does, and why eigenvalues are cool
Language: JavaScript - Size: 2.37 MB - Last synced at: almost 2 years ago - Pushed at: about 4 years ago - Stars: 4 - Forks: 0

NLESC-JCER/Fortran_Davidson
Davidson eigensolver implemented in Fortran
Language: Fortran - Size: 14.5 MB - Last synced at: almost 2 years ago - Pushed at: over 5 years ago - Stars: 15 - Forks: 3

nabeel3133/3D-texture-fitting
Project Page of Synthesizing Normalized Faces From Facial Identity Features - [CVPR 2017]
Language: Python - Size: 9.34 MB - Last synced at: almost 2 years ago - Pushed at: over 5 years ago - Stars: 33 - Forks: 9

alexvek96/face_recognition_and_SVM_classification
2nd/3 assignment of the "Machine Learning (ML) - Patterns Recognition" NKUA course (Spring Semester 2023). Face recognition - SVM classification implementations.
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ostad-ai/Signal-Processing
Signal Processing and related topics are reviewed here.
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vishu-byte/Schrodinger-Equation-usinf-finite-difference-method-and-vector-spaces
Given Schrödinger equation is solved using finite difference method and eigenvalue problem. Any three eigenfunctions can be plotted.
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Phantom-fs/Mathematics-for-Machine-Learning
MATHEMATICS FOR MACHINE LEARNING Coursera Specialization by IMPERIAL COLLEGE LONDON
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frank-roesler/Spectral_SCI
MATLAB algorithm that computes the eigenvalues of a Schrödinger operator with decaying potential.
Language: MATLAB - Size: 51.8 KB - Last synced at: almost 2 years ago - Pushed at: about 5 years ago - Stars: 0 - Forks: 0

farhanzafrani/Mathematics-for-Machine-Learning-and-Data-Science
Mathematics for Machine Learning and Data Science, course material and solution to the labs and assignments
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TheKidPadra/Mathematics_for_Machine_Learning
This repository contains a comprehensive collection of mathematical concepts and techniques relevant to various fields of AI, including ML, DL & other areas.It also includes the corresponding source code for all programming tasks associated with the Mathematics for Machine Learning courses, which are taught at Coursera by Imperial College London.
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Ghenntoggy1/Laboratory-Work-NA-3
Laboratory Work Numerical Analysis nr.3 at TUM. Mainly, this laboratory work was dedicated to Numerical Root Finding Methods for Systems of Linear Equations, Eigenvalues and Eigenvectors, Numerical Methods for ODEs, and consists of 3 tasks that I have done.
Language: Python - Size: 12.7 KB - Last synced at: almost 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

AdityaDutt/PCATutorial
A Step-by-step tutorial to implement PCA.
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jraffa/pedRSP
Pedigree Relatedness Summary Parameters R package
Language: R - Size: 15.6 KB - Last synced at: 29 days ago - Pushed at: over 9 years ago - Stars: 1 - Forks: 0

melihaltun/complexEigenPairSolver
Source code for solving complex eigenvalue & eigenvector problems.
Language: C++ - Size: 36.1 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 4 - Forks: 0

shrey1216/Markov-Chain
Using Markov Chains and their corresponding eigenvectors.
Language: Python - Size: 0 Bytes - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

melihaltun/SVD_and_Pinv
Singular value decomposition and pseudo inverse functions
Language: C++ - Size: 10.7 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

james-simon/eigenlearning
codebase for "A Theory of the Inductive Bias and Generalization of Kernel Regression and Wide Neural Networks"
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avocardio/bohemian_matrices
A place for experimenting with Bohemian Matrices
Language: Python - Size: 10.7 KB - Last synced at: 4 months ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

polejowska/AI-CF
Artificial Intelligence - Computational Foundations notes.
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mondalanindya/ICCVW2021_GSCEventMOD
Moving Object Detection for Event-based vision using Graph Spectral Clustering (Python implementation)
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only-dev-ops/SuperMath
Solves a handful of regular math problems
Language: Python - Size: 7.81 KB - Last synced at: 3 months ago - Pushed at: almost 7 years ago - Stars: 1 - Forks: 0

ninebird1/Algebra
计算矩阵(实数矩阵,复数矩阵)特征值、特征向量、行列式、QR分解、SVD、LU分解等功能
Language: C++ - Size: 4.88 KB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 3 - Forks: 1

shantanu1109/Coursera-Imperial-College-of-London-Mathematics-For-Machine-Learning-Specialization
This Repository contains Solutions to the Quizes & Lab Assignments of the Mathematics for Machine Learning Specialization offered by Imperial College of London on Coursera taught by David Dye, Samuel J. Cooper, A. Freddie Page, Marc Peter Deisenroth
Language: Jupyter Notebook - Size: 98.5 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 5 - Forks: 11

KaustubhDighe/Vyapaar
High Frequency Trading on FPGA
Language: SystemVerilog - Size: 66.4 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

Thebrownboy/its-me
Language: Jupyter Notebook - Size: 137 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

JingyuanHe1222/LinearAlgorithms 📦
Algorithms for linear analysis
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mkaramica/linearAlgebra
Useful Articles in Linear Algebra & Graph Theory
Size: 157 KB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

rifqifarhansyah/EigenFace-Recognition
TuBes Algeo02 2022/2023 🛩
Language: Python - Size: 290 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 2

matheusriale/Numerical-Methods-II
Algorithms and theory exercises for my Numerical Methods II classes. Most codes made in python.
Language: Python - Size: 855 KB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

indisoluble/EigenSwiftDemo 📦
(DEPRECATED) HOWTO: use LAPACK on a Swift app to compute the eigenvalues & eigenvectors on macOS/iOS/Linux
Language: Swift - Size: 3.91 KB - Last synced at: over 2 years ago - Pushed at: over 7 years ago - Stars: 1 - Forks: 0

Potatoasad/KerrQuasinormalModes2.jl 📦
A Package to Compute wave functions for Kerr Black Hole Quasinormal modes, as well as their frequencies, seperation constants and more. Additionally provides an interface for cheap differentiation of such modes.
Language: Julia - Size: 467 KB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

jmcastagnetto/eigenvector-from-eigenvalues 📦
Using the results from https://arxiv.org/pdf/1908.03795.pdf, and the example by Corey Chivers from http://predictivehealthcare.pennmedicine.org/Eigenvectors%20from%20Eigenvalues.html
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hotdog-zz/symmetric-QR
The implementation of the symmetric QR method
Size: 6.63 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

syed-asif-mn/pca-and-lda
Visualizing high dimensional data with PCA and LDA.
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snowcra5h/linear-algebra
Labs completed for Linear Algebra 2
Language: TeX - Size: 13.6 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

lomatul/Linear-Algebra-Assignment
It is a linear Algebra Assignment in latex. I have choose The Topic on Eigen Value and Eigen Vectors
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zjevik/QR-decomposition
Parallelization of QR decomposition with Householder transformation
Language: C++ - Size: 375 KB - Last synced at: 9 months ago - Pushed at: over 8 years ago - Stars: 6 - Forks: 2
