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GitHub topics: singular-value-decomposition

sliming-ai/sliming-ai.github.io

🧠 Singular values-driven automated filter pruning

Language: JavaScript - Size: 385 MB - Last synced at: 1 day ago - Pushed at: 2 days ago - Stars: 7 - Forks: 3

cinarcy/semantic-recommender

# 🔍 Semantic Article RecommenderThis project offers a simple way to find articles that are similar in meaning. It uses advanced techniques like Hugging Face embeddings and FAISS for efficient searching. 🛠️

Language: Python - Size: 513 KB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 0 - Forks: 0

venovako/JKogb

The J-Kogbetliantz algorithm for the hyperbolic singular value decomposition (HSVD).

Language: Fortran - Size: 666 KB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 0 - Forks: 0

venovako/FLAPWxHZ

The Hari-Zimmermann complex generalized hyperbolic SVD and EVD.

Language: Fortran - Size: 385 KB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 1 - Forks: 0

weijie-chen/Linear-Algebra-With-Python

Lecture Notes for Linear Algebra Featuring Python. This series of lecture notes will walk you through all the must-know concepts that set the foundation of data science or advanced quantitative skillsets. Suitable for statistician/econometrician, quantitative analysts, data scientists and etc. to quickly refresh the linear algebra with the assistance of Python computation and visualization.

Language: Jupyter Notebook - Size: 19.6 MB - Last synced at: 4 days ago - Pushed at: 9 months ago - Stars: 2,428 - Forks: 589

reianrafi/nlp-2.1-matrix-decomposition

💬 Algorithms to Decompose Matrices

Size: 1.42 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 0 - Forks: 0

venovako/KogAcc

A Kogbetliantz-type SVD for general matrices.

Language: Fortran - Size: 1.24 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 1 - Forks: 0

venovako/libpvn

A small portable C library with several utility functions.

Language: C - Size: 1.18 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 0 - Forks: 0

pvti/Awesome-Tensor-Decomposition

😎 A curated list of tensor decomposition resources for model compression.

Size: 362 KB - Last synced at: 19 days ago - Pushed at: 19 days ago - Stars: 65 - Forks: 7

WilliamZhang20/Optimization-Algorithms

Mathematical Optimization in Python

Language: Python - Size: 3.91 KB - Last synced at: 22 days ago - Pushed at: 22 days ago - Stars: 0 - Forks: 0

mheriyanto/MH1DDC

:earth_asia: MH1DDC is inversion software using Levenberg-Marquardt (LM) and Singular Value Decomposition (SVD) of one-dimension DC resistivity in MATLAB.

Language: MATLAB - Size: 1.09 MB - Last synced at: 8 days ago - Pushed at: over 2 years ago - Stars: 20 - Forks: 3

CSFelix/recommendation-system

✨ Recommendation Systems Using Diverse Techniques ✨

Language: Jupyter Notebook - Size: 27.4 MB - Last synced at: 7 days ago - Pushed at: about 1 year ago - Stars: 2 - Forks: 0

CSFelix/nlp-2.1-matrix-decomposition

💬 Algorithms to Decompose Matrices

Language: Jupyter Notebook - Size: 1.47 MB - Last synced at: 7 days ago - Pushed at: about 2 months ago - Stars: 2 - Forks: 0

mwhite732/movie_recommendation_system

A movie recommendation system built using the MovieLens 10M dataset.

Language: Jupyter Notebook - Size: 249 KB - Last synced at: 26 days ago - Pushed at: 27 days ago - Stars: 0 - Forks: 0

RoyiAvital/Projects

Various Small Projects on Various Subjects

Language: MATLAB - Size: 29.1 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 20 - Forks: 10

timjb/svd-image-compression-demo

Demonstration of low rank matrix approximations via singular value decomposition

Language: TypeScript - Size: 11.2 MB - Last synced at: about 1 month ago - Pushed at: about 2 years ago - Stars: 50 - Forks: 7

jkoganem/Teaching-Advanced-Linear-Algebra-21366

Repository for 21-366 Topics in Applied Mathematics: Linear Algebra with Applications

Language: Jupyter Notebook - Size: 74.4 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 2 - Forks: 1

ADSCIAN/ssalib

Singular Spectrum Analysis Library (SSALib)

Language: Jupyter Notebook - Size: 10.5 MB - Last synced at: 1 day ago - Pushed at: about 1 month ago - Stars: 3 - Forks: 0

flag4j/Flag4j

Fast linear algebra for Java

Language: Java - Size: 102 MB - Last synced at: 29 days ago - Pushed at: 29 days ago - Stars: 10 - Forks: 0

Luis-Varona/svdimagecompress-rs

Language: Rust - Size: 17.6 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

LTLA/BiocSingular

Clone of the Bioconductor repository for the BiocSingular package.

Language: R - Size: 258 KB - Last synced at: 22 days ago - Pushed at: 8 months ago - Stars: 8 - Forks: 3

TheseAdama/SVDGP

The SVDGP package provides tools for the decomposition, modeling, and prediction of spatio-temporal functions.

Language: R - Size: 21.5 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

InhwanBae/EigenTrajectory

Official Code for "EigenTrajectory: Low-Rank Descriptors for Multi-Modal Trajectory Forecasting (ICCV 2023)"

Language: Python - Size: 4.92 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 98 - Forks: 8

sinshu/matflat

A subset of BLAS and LAPACK routines implemented in pure C#

Language: C# - Size: 522 KB - Last synced at: 17 days ago - Pushed at: 3 months ago - Stars: 3 - Forks: 0

erichson/rSVD

Randomized Matrix Decompositions using R

Language: R - Size: 27.5 MB - Last synced at: 29 days ago - Pushed at: about 4 years ago - Stars: 99 - Forks: 25

bwlewis/irlba

Fast truncated singular value decompositions

Language: R - Size: 2.63 MB - Last synced at: 8 days ago - Pushed at: over 1 year ago - Stars: 129 - Forks: 17

erichson/ristretto

Randomized Dimension Reduction Library

Language: Jupyter Notebook - Size: 11.8 MB - Last synced at: 16 days ago - Pushed at: about 4 years ago - Stars: 115 - Forks: 26

milaan9/Machine_Learning_Algorithms_from_Scratch

This repository explores the variety of techniques and algorithms commonly used in machine learning and the implementation in MATLAB and PYTHON.

Language: Jupyter Notebook - Size: 5.07 MB - Last synced at: 13 days ago - Pushed at: over 2 years ago - Stars: 189 - Forks: 179

je-suis-tm/machine-learning

Python 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

Language: Jupyter Notebook - Size: 7.84 MB - Last synced at: about 2 months ago - Pushed at: over 2 years ago - Stars: 234 - Forks: 51

heyjianjing/linear_algebra

Some notes on linear algebra and numerical linear algebra

Language: Jupyter Notebook - Size: 5.03 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

salvabehnam/SVD_ImageCompression

Implemented SVD-based image compression, reducing image size while preserving quality.

Language: Python - Size: 7.86 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 1 - Forks: 0

fiomfd/Julia.Pluto

Here are some notebooks for Pluto.jl.

Language: Julia - Size: 1.45 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 2 - Forks: 0

pngo1997/Word-Embeddings-Co-occurrence-SVD-GloVe

Explores word embeddings.

Language: Jupyter Notebook - Size: 149 KB - Last synced at: 3 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

RezaSaadatyar/Machine-Learning-in-Python

This repository contains functions/codes related to different methods of machine learning for classification and clustering in python.

Language: Jupyter Notebook - Size: 8.01 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 2 - Forks: 0

garth-wells/notebooks-3M1

Jupyter notebooks (Python) for the course 3M1 at the Department of Engineering, University of Cambridge

Language: Jupyter Notebook - Size: 142 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 27 - Forks: 34

jchristopherson/linalg

A linear algebra library that provides a user-friendly interface to several BLAS and LAPACK routines.

Language: Fortran - Size: 11.1 MB - Last synced at: 3 months ago - Pushed at: 4 months ago - Stars: 23 - Forks: 2

arashsm79/applied-linear-algebra-lab

Collection of step-by-step programming exercises to introduce students to the applications of linear algebra.

Language: Jupyter Notebook - Size: 36.6 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 2 - Forks: 1

MattE34/Amazon-Recommendation-System

Item-to-item based recommendation system project using Amazon product data, combining matrix factorization (SVD) and collaborative filtering to predict user ratings and generate top recommendations. To evaluate and optimize the model's accuracy, the following performance metrics were explored: MAE, RMSE, precision, recall, F-measure, and NDCG.

Language: Jupyter Notebook - Size: 14.4 MB - Last synced at: 3 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

yoshoku/numo-linalg-randsvd

Numo::Linalg.randsvd is a module function on Numo::Linalg for truncated singular value decomposition with randomized algorithm.

Language: Ruby - Size: 85.9 KB - Last synced at: 11 days ago - Pushed at: 5 months ago - Stars: 2 - Forks: 0

takuti/Recommendation.jl

Building recommender systems in Julia

Language: TeX - Size: 3.12 MB - Last synced at: 17 days ago - Pushed at: over 1 year ago - Stars: 49 - Forks: 10

nathan-lindstedt/congress_districts

Machine Learning w/ AWS SageMaker Pipelines

Language: Python - Size: 738 KB - Last synced at: 3 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

benedekrozemberczki/GraRep

A SciPy implementation of "GraRep: Learning Graph Representations with Global Structural Information" (WWW 2015).

Language: Python - Size: 6.88 MB - Last synced at: about 2 months ago - Pushed at: over 2 years ago - Stars: 64 - Forks: 25

Capstone-24-25/vignette-Recommender-MF

An overview and application of advanced recommender system algorithms, Matrix Factorization

Language: Jupyter Notebook - Size: 1.41 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

friendly/genridge

Generalized Ridge Trace Plots for Ridge Regression

Language: HTML - Size: 18.2 MB - Last synced at: 9 days ago - Pushed at: 6 months ago - Stars: 4 - Forks: 1

chinmayjainnnn/collaborative-filtering

Collaborative Filtering using SVD, CUR, and PQ Matrix Decomposition

Language: Python - Size: 41 KB - Last synced at: 2 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

JaewonSon37/Programming_Machine_Learning_Applications1

Language: Jupyter Notebook - Size: 9.8 MB - Last synced at: 2 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

MOR-transport/sPOD

Python implementation of the shifted proper orthogonal decomposition

Language: Python - Size: 25.3 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 2

baggepinnen/TotalLeastSquares.jl

Solve many kinds of least-squares and matrix-recovery problems

Language: Julia - Size: 106 KB - Last synced at: 6 days ago - Pushed at: over 1 year ago - Stars: 33 - Forks: 4

primme/primme

PReconditioned Iterative MultiMethod Eigensolver for solving symmetric/Hermitian eigenvalue problems and singular value problems

Language: C - Size: 46.9 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 133 - Forks: 40

chrischoy/gesvd

Pytorch extension for Singular Value Decompostion (SVD) with LAPACK gesvd backend

Language: C++ - Size: 9.77 KB - Last synced at: about 2 months ago - Pushed at: about 5 years ago - Stars: 27 - Forks: 3

venovako/MPHZ

A multi-precision variant of the Hari-Zimmermann complex GSVD.

Language: Fortran - Size: 96.7 KB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0

will-lynas/singular-value-decomposition

🧮 A visualization of Singular Value Decomposition

Language: Jupyter Notebook - Size: 111 MB - Last synced at: about 4 hours ago - Pushed at: 11 months ago - Stars: 2 - Forks: 0

venovako/VecKog

The vectorized (AVX-512) batched singular value decomposition algorithm for matrices of order two.

Language: C - Size: 115 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 3 - Forks: 0

venovako/GPUHZGSVD

The Hari–Zimmermann generalized SVD for CUDA.

Language: Cuda - Size: 792 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

venovako/GPUJACHx

The Jacobi-type (hyperbolic) SVD for CUDA.

Language: Cuda - Size: 35.8 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 9 - Forks: 2

avrabyt/Image-Compressor

🛠 Dimensionality Reduction demo tools ! 🚀 SVD and PCA for Image compression 🎃 Check the app out !✨

Language: Python - Size: 17.7 MB - Last synced at: 3 months ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

nanxstats/imgsvd

Shiny App for Image Compression via SVD

Language: R - Size: 271 KB - Last synced at: 9 days ago - Pushed at: over 4 years ago - Stars: 24 - Forks: 41

asifhaider/Machine-Learning-4-2

Machine Learning Course Assignments from Scratch (Exploratory Data Analysis, Logistic Regression, Adaboost, Feed Forward Neural Network, EM Algorithm, Gaussian Mixture Models, Singular Value Decomposition, Image Reconstruction, Principal Component Analysis)

Language: Jupyter Notebook - Size: 6.59 MB - Last synced at: 2 months ago - Pushed at: 11 months ago - Stars: 2 - Forks: 0

kamranisg/CV2-Multiple-View-Geometry

Computer Vision course at Technical University of Munich

Language: MATLAB - Size: 4.46 MB - Last synced at: 7 months ago - Pushed at: almost 5 years ago - Stars: 14 - Forks: 3

LaxmiChaudhary/Amzon-Product-Recommendation

Building Recommendation Model for the electronics products of Amazon

Language: Jupyter Notebook - Size: 53.7 KB - Last synced at: 8 months ago - Pushed at: over 5 years ago - Stars: 91 - Forks: 67

rmelikov/computing_for_data_analysis

Georgia Tech's Spring 2020 CSE 6040 Computing for Data Analysis Class with Dr. Richard Vuduc

Language: Python - Size: 452 MB - Last synced at: 5 months ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

PierreSp/LowRankTensorApproximation

High Order SVD and ACA Homework from Low Rank approximation lecture

Language: Python - Size: 1.14 MB - Last synced at: 11 days ago - Pushed at: over 6 years ago - Stars: 3 - Forks: 1

cego669/DirtyCategoriesEncoding

Repository containing two classes (StringAgglomerativeEncoder and StringDistanceEncoder) useful for grouping or visualizing the distance between dirty categorical variables. They are compatible with the scikit-learn API.

Language: Jupyter Notebook - Size: 1.08 MB - Last synced at: about 2 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

RedCrow9564/Random_SVD-CPP

A C++ implementation of a randomized algorithm for SVD decomposition.

Language: C++ - Size: 8.79 KB - Last synced at: 10 months ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 0

RedCrow9564/SpectralMethodsProject-RandomSVD

This project was submitted as a requirement for this course. The course was administered in Fall 2019-2020 in Tel-Aviv University - School of Mathematical Sciences

Language: Jupyter Notebook - Size: 156 KB - Last synced at: 10 months ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

james-bowman/nlp

Selected Machine Learning algorithms for natural language processing and semantic analysis in Golang

Language: Go - Size: 396 KB - Last synced at: 10 months ago - Pushed at: about 4 years ago - Stars: 445 - Forks: 45

jElhamm/Singular-Value-Decomposition-Data-Mining

"This repository hosts an implementation of the Singular Value Decomposition (SVD) algorithm tailored for data mining tasks. SVD is utilized for efficient dimensionality reduction, aiding in the extraction of key patterns and features from large and complex datasets."

Language: Jupyter Notebook - Size: 271 KB - Last synced at: about 2 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

waldysetio/movie-recommender

Movie Recommendation System using model-based collaborative filtering based on over 100.000 ratings applied to more than 9.000 movies.

Language: Jupyter Notebook - Size: 27.3 KB - Last synced at: 11 months ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

machineCYC/LA2018FALL

Hung-Yi Lee Linear Algebra 2018 Fall Homework

Language: Python - Size: 17.7 MB - Last synced at: about 2 months ago - Pushed at: about 6 years ago - Stars: 10 - Forks: 5

pbenner/autodiff

Autodiff is a numerical library for the Go programming language that supports automatic differentiation. It implements routines for linear algebra (vector/matrix operations), numerical optimization and statistics

Language: Go - Size: 7.86 MB - Last synced at: about 2 months ago - Pushed at: over 3 years ago - Stars: 55 - Forks: 4

Hareessh-P/Image-Compression-using-PCA

This project delves into advanced image compression methodologies leveraging Principal Component Analysis (PCA). PCA is utilized to decompose image data into orthogonal components, optimizing storage efficiency by retaining essential visual features through dimensionality reduction.

Language: R - Size: 13.7 KB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

stefan-zobel/rSVD

Randomized SVD as per Halko, Martinsson, and Tropp [2011]

Language: Java - Size: 105 KB - Last synced at: 3 months ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

emfomy/isvd

Integrated Singular Value Decomposition (iSVD)

Language: C - Size: 3.14 MB - Last synced at: 21 days ago - Pushed at: over 5 years ago - Stars: 2 - Forks: 1

yanncauchepin/MathematicalModels

Language: Python - Size: 5.13 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

JoshWeiner/ml-impute

A package for synthetic data generation for imputation using single and multiple imputation methods.

Language: Python - Size: 58.6 KB - Last synced at: about 2 months ago - Pushed at: over 2 years ago - Stars: 4 - Forks: 0

MateiStefanica0/numerical-methods-project-2

University Assignment, it includes audio signal processing, interpolation methods and singular value decomposition

Language: MATLAB - Size: 239 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 0 - Forks: 0

nikita9604/Movie-Recommendation-Website

Movie Recommendation System created using Collaborative Filtering (Website) and Content based Filtering (Jupyter Notebook)

Language: Jupyter Notebook - Size: 2.16 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 18 - Forks: 9

dim02/svdUnfold

Singular value decomposition data unfolding

Language: Jupyter Notebook - Size: 1.04 MB - Last synced at: 12 days ago - Pushed at: about 5 years ago - Stars: 3 - Forks: 0

mathildejutras/mtm-svd-python

This repository contains scripts to apply the MTM-SVD analysis method to climate data and model outputs. It is a direct adaptation of the Matlab script developed by M. Correa-Ramirez.

Language: Python - Size: 141 KB - Last synced at: about 1 year ago - Pushed at: almost 5 years ago - Stars: 11 - Forks: 3

mheriyanto/MH1DMT

:earth_asia: MH1DMT is inversion software using LM (Levenberg-Marquardt), SVD (Singular Value Decomposition), SA (Simulated Annealing), VFSA (Very Fast Simulated Annealing), and MVFSA (Modified Very Fast Simulated Annealing) of one-dimension magnetotellurics (MT) in MATLAB

Language: MATLAB - Size: 648 KB - Last synced at: 8 days ago - Pushed at: over 2 years ago - Stars: 21 - Forks: 5

gha3mi/forsvd

ForSVD - A Fortran library for singular value decompostion (SVD) calculation, low-rank approximation, and image compression.

Language: Fortran - Size: 1.58 MB - Last synced at: 2 months ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 2

fiomfd/Jupyter

Here are some notebooks for Jupyter Notebook with LaTeX and Julia Programming Language.

Language: Jupyter Notebook - Size: 9.51 MB - Last synced at: about 1 year ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

devnithw/svd

Experimenting with Singular Value Decomposition

Language: Jupyter Notebook - Size: 3.88 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

Velogan-Boy/info-hunt Fork of MrHope03/IRS-LSA

Retrieval of Semantically Relevant Documents using Latent Semantic Analysis

Language: Python - Size: 45.3 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

TommyNiemi/RECOMMENDER_SYSTEM

A movie recommender. Collaborative and content based filtering hybrid model.

Language: HTML - Size: 1.61 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

jaketae/nn-svd

Neural network compression with SVD

Language: Python - Size: 33.2 KB - Last synced at: 2 months ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

rishi1999/random-projections

Summer@ICERM 2020 - Random Projections

Language: Jupyter Notebook - Size: 114 MB - Last synced at: 6 months ago - Pushed at: over 3 years ago - Stars: 3 - Forks: 0

shre-db/Image-Compression-SVD

A web service for image compression using singular value decomposition (SVD).

Language: Jupyter Notebook - Size: 3.1 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

waynemystir/svd

Language: TeX - Size: 1.97 MB - Last synced at: about 1 year ago - Pushed at: over 7 years ago - Stars: 3 - Forks: 0

ArmandoGaGo/Amazon-Recomendation-System

Build a recommendation system to recommend products to customers based on their previous ratings for other products.

Language: Jupyter Notebook - Size: 38.1 KB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

machulsky61/Linear-Algebra

Computational Linear Algebra course covering topics like iterative methods, matrix decompositions, and applications. It includes theoretical concepts, practical exercises, and code. Advanced methods like QR factorization, spectral theorem, and iterative solvers for linear systems.

Language: Jupyter Notebook - Size: 15.7 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

mmiimran/linear-algebra-for-data-science

practical linear algebra for data science (with python)

Language: Jupyter Notebook - Size: 13.7 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

AntonSchreiber/ROM-buffet-forecasting

Repository for my thesis on "A Comparison of Reduced-Order Models for Wing Buffet Predictions"

Language: Jupyter Notebook - Size: 18.7 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0

Saeid-jhn/Digital-Image-Watermarking

Digital Image Watermarking Method Based on Hybrid DWT-HD-SVD Technique: Attacks, PSNR, SSIM, NC

Language: MATLAB - Size: 1020 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 84 - Forks: 25

vilarj/singular-value-decomposition

In linear algebra, the singular value decomposition (SVD) is a factorization of a real or complex matrix that generalizes the eigendecomposition of a square normal matrix to any MxN matrix via an extension of the polar decomposition.

Language: MATLAB - Size: 1020 KB - Last synced at: 2 months ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

tjof2/pgure-svt

Singular value thresholding for denoising time-resolved microscopy

Language: C++ - Size: 7.59 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 11 - Forks: 4

econcz/stata-tmpinvi

'TMPINVI': module providing an iterated (multistep) Transaction Matrix (TM)-specific implementation of the LPLS estimator'TMPINVI': module providing an iterated (multistep) Transaction Matrix (TM)-specific implementation of the LPLS estimator

Language: Stata - Size: 8.79 KB - Last synced at: 3 months ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

econcz/stata-tmpinv

'TMPINV': module to providing a non-iterated Transaction Matrix (TM)-specific implementation of the LPLS estimator

Language: Stata - Size: 279 KB - Last synced at: 3 months ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

econcz/stata-lppinv

'LPPINV': module providing a non-iterated general implementation of the LPLS estimator for cOLS, TM, and custom cases

Language: Stata - Size: 22.5 KB - Last synced at: 3 months ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

AntHaa78/Product-Recommendation

Building Recommendation Model for the videogames products of Amazon

Language: Python - Size: 34.6 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

Related Keywords
singular-value-decomposition 250 svd 64 machine-learning 39 linear-algebra 39 python 39 principal-component-analysis 29 recommender-system 22 collaborative-filtering 21 dimensionality-reduction 20 matrix-factorization 19 image-compression 16 numpy 15 least-squares 14 linear-regression 13 qr-decomposition 13 matlab 13 pca 12 data-science 12 jupyter-notebook 11 python3 11 matrix 10 eigenvalues 10 neural-network 9 cholesky-decomposition 8 matplotlib 8 lu-decomposition 8 eigenvectors 8 logistic-regression 8 linear-discriminant-analysis 7 recommendation-system 7 scikit-learn 7 latent-semantic-analysis 7 pandas 7 gram-schmidt 7 compression 6 classification 6 random-forest 6 image-processing 6 eigenfaces 6 natural-language-processing 5 independent-component-analysis 5 numerical-methods 5 randomized-algorithm 5 cosine-similarity 5 deep-learning 4 regression 4 statistics 4 eigenvalues-and-eigenvectors 4 machine-learning-algorithms 4 linear-programming 4 numerical-linear-algebra 4 clustering 4 dynamic-mode-decomposition 4 data-analysis 4 recommender-systems 4 mathematics 4 openmp 4 decision-trees 4 k-nearest-neighbors 4 support-vector-machines 4 stochastic-gradient-descent 4 knn 4 content-based-recommendation 4 movielens-dataset 4 alternating-least-squares 3 svd-matrix-factorisation 3 qr-algorithm 3 naive-bayes-classifier 3 optimization-algorithms 3 image-denoising 3 c 3 java 3 linear-algebra-library 3 computer-vision 3 dimension-reduction 3 matrix-library 3 nonnegative-matrix-factorization 3 mathdotnet 3 sparse-matrix 3 low-rank-approximation 3 scipy 3 stata 3 ssc 3 em-algorithm 3 pseudoinverse 3 pca-analysis 3 naive-bayes 3 eigen-vector-decomposition 3 levenberg-marquardt 3 algorithms 3 k-means-clustering 3 k-nearest-neighbours 3 gradient-descent 3 face-recognition 3 lapack 3 eigen-decomposition 3 matrix-calculations 3 generalized-svd 3 kogbetliantz 3 support-vector-machine 3