Plotting the loss of Orthogonality of a matrix at each iteration step due to four different methods of Orthogonalization
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May 21, 2020 - Jupyter Notebook
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orthogonality
Here are 15 public repositories matching this topic...
A small C-library for Linear Algebra functions that do complex matrix calculations.
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Jul 16, 2020 - C
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.
matrices eigenvectors vectors linear-equations eigenvalues dot-product linear-basis-function linear-transformations orthogonality determinants
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Nov 12, 2020
Spectral Tensor Train Parameterization of Deep Learning Layers
compression reproducible-research pytorch tensor reproducibility svd sttp householder aistats tensortrain reparameterization orthogonality stability-training svdp
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Jul 1, 2021 - Python
Efficient Householder Transformation in PyTorch
pytorch lapack linalg parameterization householder-reflectors orthogonality householder-transformation orgqr householder-product
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Jul 6, 2021 - Python
[IEEE Access 2022] Revisiting Orthogonality Regularization: A Study for Convolutional Neural Networks in Image Classification
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Dec 27, 2022 - Jupyter Notebook
Model reduction of 2D diffusion equation
machine-learning pod fourier-decomposition diffusion-equation singular-value-decomposition orthogonality hankel heat-diffusion-modelling
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Aug 9, 2023 - MATLAB
Basic and advanced linear algebra and numerical problems, numerical algorithms, and techniques with multiple applications in the field of Computer Science.
correlation linear-algebra pca-analysis image-recognition perceptron numerical-methods google-pagerank spectral-clustering text-retrieval gram-schmidt qr-factorization svd-factorization steepest-descent power-method-iterated orthogonality least-squares-problem urv-factorization
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Jul 17, 2024 - Jupyter Notebook
Constrained optimization toolkit for PyTorch
pytorch constrained-optimization invertible-neural-networks positive-definite-matrices manifold-optimization low-rank positive-semi-definite orthogonality
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Jul 29, 2025 - Python
In SIAM's Int. Autodiff Conf Oral ['24] Algos for differentiable LQ matrix decomposition for all matrix orders.
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Jul 30, 2025 - Python
Applied Linear Algebra - 7th Semester
matrix linear-algebra vector-space-model differential-equations eigenvalues orthogonality determinants
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Sep 9, 2025 - Jupyter Notebook
ç¬¬ĺ››ĺ±Šâ€śĺŤŽä¸şćťŻâ€ťć— çşżé€šäżˇç®—ćł•ĺ¤§čµ›:LoMACS-SVDNet: PyTorch model for MIMO SVD (no QR/SVD/EVD), orthogonality via NOR, FFT gating, projected attention, structured pruning. Score 63 — 4th (Third Prize).
deep-neural-networks deep-learning signal-processing pytor
F965
ch matrix-factorization fft svd attention-mechanism wireless-communication low-rank-approximation mimo structured-pruning orthogonality stiefel-manifold-optimization macs-optimization
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Sep 27, 2025 - Python
Co-clustering algorithms can seek homogeneous sub-matrices into a dyadic data matrix, such as a document-word matrix.
matrix-factorization co-clustering word-clouds non-negative-matrix-factorization text-mining-analysis nmtf orthogonality document-word opnmtf probabilistic-nmtf
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Nov 18, 2025 - Python
A set of codes in MATLAB for ODE reconstruction using least-square method and orthogonal polynomials
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Mar 2, 2026 - MATLAB
Orthogonality Checker in MATLAB. Useful for undergraduate students trying to check orthogonality of two functions
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Apr 4, 2026 - MATLAB
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