There are 0 repository under linear-systems topic.
A Julia Basket of Hand-Picked Krylov Methods
SCIRun is a Problem Solving Environment, for modeling, simulation and visualization of scientific problems. This is version 5, the upgraded version of SCIRun v4.
Matlab implementation to simulate the non-linear dynamics of a fixed-wing unmanned areal glider. Includes tools to calculate aerodynamic coefficients using a vortex lattice method implementation, and to extract longitudinal and lateral linear systems around the trimmed gliding state.
Numerical methods implementation in Python.
Numerical computation in native Haskell
Measure the distance between two spectra/signals using optimal transport and related metrics
A repository of introductory autonomous ground vehicle (i.e., wheeled mobile robot) simulation examples in Python.
Learn the mathematics behind machine learning and explore various mathematical concepts within machine learning.
Numerical methods implementation in MATLAB.
Solve matrix equations in python.
The FactorGraph package provides the set of different functions to perform inference over the factor graph with continuous or discrete random variables using the belief propagation algorithm.
Implementation of Jacobi method, Conjugate Gradient method using CUDA API.
A Python toolbox for pentadiagonal linear systems
J. Berberich, J. Köhler, M. A. Müller and F. Allgöwer, "Data-Driven Model Predictive Control With Stability and Robustness Guarantees," in IEEE Transactions on Automatic Control, vol. 66, no. 4, pp. 1702-1717, April 2021, doi: 10.1109/TAC.2020.3000182.
Controlled Invariant Sets in Two Moves
In this paper, we will be evaluating numerical methods for direct and iterative solvers of linear systems. From class we have discussed the various methods; Gauss elimination with pivoting techniques, Jacobi Iterative Method, Gauss-Seidel Iterative Method, Successive Over-Relaxation Method, Iterative Refinement Method, and Conjugate Gradient Method. In this paper, using Python programming language, we will discuss how each method evaluates various linear systems of equations, and then we will discuss the complexity, accuracy, and stability of each method
Algebra Linear System Solver Task, Second Year 1st Semester - UNI211T.
IntvalPy - a Python interval computation library
Julia package for representing linear, time-invariant system models and operations defined on them.
Gaussian belief propagation solver for noisy linear systems with real coefficients and variables.
Repositorio del curso INFO183: Análisis de sistemas lineales, Instituto de Informática, UACh
Curso de Métodos Numéricos empleando las herramientas Jupyter Notebook y programado en Python V3.11
UW AMATH 301. Scientific computing and numerical methods for physical, biological, and engineering problems. Topics include root-finding, optimization, curve fitting, solving linear systems, singular value decomposition (SVD, PCA), numerical differentiation and integration, solving first-order and higher order ODEs, stability and stiffness of ODEs, phase portraits, chaotic systems, and Fourier transform.
Public repository of the spaND algorithm (~mirror of the private repo)
A complete example of batched refactorization in cuSOLVER.
Code for the paper Analysis and Detectability of Offline Data Poisoning Attacks on Linear Systems.
Hands-on examples for the PRACE Training Course "Scalable Parallel Computations with PETSc" held at CSC - IT Center for Science, Espoo, Finland on 2-3 May 2019
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