187 skills found · Page 1 of 7
Reference-LAPACK / LapackLAPACK development repository
JuliaLinearAlgebra / IterativeSolvers.jlIterative algorithms for solving linear systems, eigensystems, and singular value problems
Jutho / KrylovKit.jlKrylov methods for linear problems, eigenvalues, singular values and matrix functions
GraphPKU / PiSSAPiSSA: Principal Singular Values and Singular Vectors Adaptation of Large Language Models(NeurIPS 2024 Spotlight)
je-suis-tm / Machine LearningPython machine learning applications in image processing, recommender system, matrix completion, netflix problem and algorithm implementations including Co-clustering, Funk SVD, SVD++, Non-negative Matrix Factorization, Koren Neighborhood Model, Koren Integrated Model, Dawid-Skene, Platt-Burges, Expectation Maximization, Factor Analysis, ISTA, FISTA, ADMM, Gaussian Mixture Model, OPTICS, DBSCAN, Random Forest, Decision Tree, Support Vector Machine, Independent Component Analysis, Latent Semantic Indexing, Principal Component Analysis, Singular Value Decomposition, K Nearest Neighbors, K Means, Naïve Bayes Mixture Model, Gaussian Discriminant Analysis, Newton Method, Coordinate Descent, Gradient Descent, Elastic Net Regression, Ridge Regression, Lasso Regression, Least Squares, Logistic Regression, Linear Regression
MouseLand / FacemapFramework for predicting neural activity from mouse orofacial movements tracked using a pose estimation model. Package also includes singular value decomposition (SVD) of behavioral videos.
ericjang / Svd3Fast singular value decomposition, diagonalization, QR decomposition of 3x3 matrices.
primme / PrimmePReconditioned Iterative MultiMethod Eigensolver for solving symmetric/Hermitian eigenvalue problems and singular value problems
Facico / GOAT PEFT[ICML2025] Make LoRA Great Again: Boosting LoRA with Adaptive Singular Values and Mixture-of-Experts Optimization Alignment
bwlewis / IrlbaFast truncated singular value decompositions
j2kun / SvdPython code implementing the power method for Singular Value Decomposition
fled / Blur DetectionBlurred Region Detection using Singular Value Decomposition (SVD)
hahnyuan / ASVD4LLMActivation-aware Singular Value Decomposition for Compressing Large Language Models
pfnet-research / TganThe implementation of Temporal Generative Adversarial Nets with Singular Value Clipping
syp2ysy / SVF[NeurIPS 2022] Singular Value Fine-tuning: Few-shot Segmentation requires Few-parameters Fine-tuning
brain-research / Conv SvThe Singular Values of Convolutional Layers
ahmadvh / Non Negative Matrix Factorization Implemented In PythonThis repository provides Python implementations for Non-negative Matrix Factorization (NMF) using the Multiplicative Update (MU) algorithm. Two initialization methods are supported: random initialization and Non-negative Double Singular Value Decomposition (NNDSVD). NMF is a matrix factorization technique used in various fields, including topic mod
ysj9909 / SoMA[CVPR 2025 Highlight] SoMA: Singular Value Decomposed Minor Components Adaptation for Domain Generalizable Representation Learning
kirk86 / WateramarkingRobust and secure watermarking scheme based on singular values replacement (SVD & DWT)
timjb / Svd Image Compression DemoDemonstration of low rank matrix approximations via singular value decomposition
