Projects with this topic
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Bandicoot: user-friendly C++ library for GPU accelerated linear algebra, integrating with CUDA and OpenCL
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Armadillo: fast C++ library for linear algebra (matrix maths) & scientific computing - https://arma.sourceforge.net
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A comprehensive repository of 100+ Jupyter Notebooks covering linear algebra topics, including matrix decompositions, Gaussian elimination, eigenvalues, SVD, and interactive Python/Julia examples for teaching and learning.
Check out our YouTube channel https://www.youtube.com/playlist?list=PLBDUlnmEqyXD_llq6wETUqRkJGRiu8wFU for tutorials and walkthroughs of these notebooks.
linear algebra Python julia-language holoviews Jupyter note... Gaussian eli... Inverse determinant Wedge Product eigenproblem Rayleigh Coe... bilinear Hil... fourier tran... basis Diagonalization QR decompostion SVD eigenvectors eigenvalues Jordan Form matrix decom... interactive ... Rayleigh Quo... generalized ... matrices elementary-m... Vector Spaces dimension of... orthogonality orthonormal ... change of basis matrix inverse decompression cholesky dec... eigenvalues ... generalized ... Moore-Penros... regularized ... Thikonov reg... matrix pencil constrained ... matrix funct... Principal Co... pca Dimensionali... data compres... image compre... graph Laplacian least squares coordinate-t... linear algeb... CCA Canonical Co... Krylov space Arnoldi algo... Lancosz algo... Ritz eigenva... Matrix deriv... Grassmannian Principal an...Updated -
A Java mathematics library developed for real and complex numerical linear algebra, non-linear optimization, hyper-dimensional computational geometry, dynamical systems, etc.
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Implementation of the Jacobi, Householder and Lanczos-Davidson symmetric matrix diagonalization methods.
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ScaLAPACK for Python (scalapy) provides a high-level Python interface to distributed dense linear algebra using MPI, BLACS, and ScaLAPACK. It enables efficient computation on large matrices using a block-cyclic distribution, while exposing a NumPy-like API based on the DistributedMatrix abstraction.
This fork modernizes and stabilizes the original scalapy project with: • Support for Python 3.x on modern Linux systems • Clean MPI + ScaLAPACK detection (OpenMPI + Netlib ScaLAPACK) • Reproducible builds using a known-good NumPy / Cython / mpi4py stack • Documentation, examples, and automated tests • High-level wrappers for SVD, QR, LU, Cholesky, eigenproblems, and DMD workflows • Efficient distributed transposes via the new p?lapv2 wrapper
The project makes it possible to write dense parallel linear-algebra pipelines in Python while executing BLAS/PBLAS/ScaLAPACK kernels across an MPI communicator.
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PyArmadillo - linear algebra library for Python with MATLAB-like syntax - https://pyarma.sourceforge.io
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a linear algebra library for game graphics and physics written in rust
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A tutorial on Section 4 of the article by Hyung-Suk Kim on linear predictive coding.
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The Nim Optics library (NOptics)! See our docs.
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Answers and solutions to Differential Equations and Linear Algebra 2021
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Doc Pages : https://egm-foss.gitlab.io/tnt/
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This program solves the Evaluation Exercises for the course TÉCNICAS COMPUTACIONALES Y CÁLCULO NUMÉRICO in the EMTCCM.
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QAnal: Rational Analysis.
QAnal is an Erlang library which implements exact arithmetic (i.e. no floats). See README for more details
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Lectures and tutorials for the CSM course @ GAU
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High performance linear algebra and scientific computing library, written in pure C#.
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