sparse-plex
About Sparse-Plex
Getting Started
Demos
Sparse Signal Models
Compressive Sensing
Data Analysis
Data Clustering
Pursuit Algorithms
Subspace Clustering
Dictionary Learning
Set Theory
Linear Algebra
Matrix Algebra
Real Analysis
Convex Analysis
Probability and Random Variables
Geometry
Numerical Optimization
Digital Signal Processing
Wavelets
Detection, Classification and Estimation
ECG
Computational Complexity
Introduction
Basic Operations
Least Squares
Orthogonal Matching Pursuit
Sorting
Library Classes
Exercises
Scripts
References
Index
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Computational Complexity
Computational Complexity
ΒΆ
Introduction
Basic Operations
Multiplication
Elementary row operations
Back and forward substitution
Gaussian elimination
QR factorization
Least Squares
QR factorization
Cholesky factorization
Incremental QR factorization
Orthogonal Matching Pursuit
Least Squares through QR Update
Least Squares through Cholesky Update
Sorting
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