Ecosyste.ms: Repos

An open API service providing repository metadata for many open source software ecosystems.

GitHub topics: svd

ktye-UF/PowerSystemTopology

This repo is the code for the 2024 IEEE PES GM paper. It proposes a novel topology embedding method for handling topology problem in power system.

Language: C++ - Size: 156 MB - Last synced: 1 day ago - Pushed: 2 days ago - Stars: 0 - Forks: 0

xx025/stable-video-diffusion-webui 📦

stable-video-diffusion-webui, img to videos| 图片生成视频

Language: Python - Size: 594 KB - Last synced: 1 day ago - Pushed: 5 months ago - Stars: 183 - Forks: 30

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: 154 KB - Last synced: 3 days ago - Pushed: 3 days ago - Stars: 0 - Forks: 0

vainavinair/Flask-FER-MusicRecommendation

Moodify is a Flask-based web application that seamlessly integrates facial emotion recognition (FER) with personalized music recommendations.

Language: HTML - Size: 29.3 KB - Last synced: 3 days ago - Pushed: 3 days ago - Stars: 0 - Forks: 0

sayande01/Book_Recommender_System_Machine_Learning

This project aims to build an advanced book recommendation system by integrating collaborative filtering, content-based filtering, and machine learning. It offers tailored suggestions based on user preferences and interactions, using EDA for insights and cosine similarity and SVD for precise recommendations.

Language: Jupyter Notebook - Size: 0 Bytes - Last synced: 5 days ago - Pushed: 5 days ago - Stars: 0 - Forks: 0

venovako/JACSD

Some utilities for the Jacobi-type SVD algorithms and beyond, plus a Cosine-Sine Decomposition tester.

Language: Fortran - Size: 4.52 MB - Last synced: 5 days ago - Pushed: 5 days ago - Stars: 4 - Forks: 1

fiomfd/Julia.image_processing

Here are some examples of Julia programs for image processing of grayscale images.

Language: Julia - Size: 6.21 MB - Last synced: 6 days ago - Pushed: over 3 years ago - Stars: 1 - Forks: 0

fiomfd/MATLAB.image_processing

Here are some examples of MATLAB programs for image processing of RGB images.

Language: MATLAB - Size: 3.15 MB - Last synced: 6 days ago - Pushed: almost 3 years ago - Stars: 0 - Forks: 0

RoyiAvital/Projects

Various Small Projects on Various Subjects

Language: MATLAB - Size: 29.1 MB - Last synced: 7 days ago - Pushed: 7 days ago - Stars: 21 - Forks: 11

Maxime-Cllt/Osmium

Compression d'image avec la SVD

Language: OCaml - Size: 1.72 MB - Last synced: 8 days ago - Pushed: 8 days ago - Stars: 1 - Forks: 0

HarikrishnanNB/Foundations_of_LA_PCA_SVD_with_applications

Language: Jupyter Notebook - Size: 4.56 MB - Last synced: 9 days ago - Pushed: about 5 years ago - Stars: 2 - Forks: 2

Reference-LAPACK/lapack

LAPACK development repository

Language: Fortran - Size: 29.7 MB - Last synced: 9 days ago - Pushed: 29 days ago - Stars: 1,404 - Forks: 412

Zilong-Li/PCAone

Ultra-Fast Principal Component Analysis All in One

Language: C++ - Size: 4.81 MB - Last synced: 11 days ago - Pushed: 11 days ago - Stars: 27 - Forks: 2

sdl60660/letterboxd_recommendations

Scraping publicly-accessible Letterboxd data and creating a movie recommendation model with it that can generate recommendations when provided with a Letterboxd username

Language: Python - Size: 5.37 GB - Last synced: 15 days ago - Pushed: 16 days ago - Stars: 213 - Forks: 14

perazz/fortran-lapack

Modularized Fortran LAPACK implementation

Language: Fortran - Size: 37.3 MB - Last synced: 12 days ago - Pushed: 12 days ago - Stars: 30 - Forks: 2

johsteffens/beth

Streamlining Software Design

Language: C - Size: 7.32 MB - Last synced: 13 days ago - Pushed: 13 days ago - Stars: 3 - Forks: 0

CaptainIRS/rk3399-svd

SVD (System View Description) file for the RK3399 SoC from Rockchip

Language: Python - Size: 4.03 MB - Last synced: 13 days ago - Pushed: 14 days ago - Stars: 0 - Forks: 0

mcu-debug/peripheral-viewer

Standalone Peripheral(SVD) Viewer extension extracted from cortex-debug, now works with any debugger

Language: TypeScript - Size: 710 KB - Last synced: 15 days ago - Pushed: 25 days ago - Stars: 7 - Forks: 4

NemesLaszlo/Singular-Value-Decomposition-Recommender

SVD movie recommender based on the target user ratings.

Language: Jupyter Notebook - Size: 829 KB - Last synced: 15 days ago - Pushed: over 2 years ago - Stars: 1 - Forks: 0

frankthetankdev/svd-movie-recommendations

Using SVD and other methods to compute movie recommendations using fake and real user movie ratings.

Language: MATLAB - Size: 2.23 MB - Last synced: 14 days ago - Pushed: 15 days ago - Stars: 1 - Forks: 0

NicolasHug/Surprise

A Python scikit for building and analyzing recommender systems

Language: Python - Size: 6.64 MB - Last synced: 17 days ago - Pushed: 17 days ago - Stars: 6,190 - Forks: 1,002

yixuan/RSpectra

R Interface to the Spectra Library for Large Scale Eigenvalue and SVD Problems

Language: C++ - Size: 289 KB - Last synced: 17 days ago - Pushed: about 2 years ago - Stars: 79 - Forks: 12

snowleotech/svd

2D Visualization of Singular Value Decomposition

Language: Python - Size: 120 KB - Last synced: 18 days ago - Pushed: 18 days ago - Stars: 0 - Forks: 0

OlgaTsuban/Practice_With_DataScience

Language: Jupyter Notebook - Size: 5.38 MB - Last synced: 18 days ago - Pushed: 18 days ago - Stars: 0 - Forks: 0

manoharpalanisamy/Machine-Learning

It consists of base machine learning algorithms and applied mathematics has Involved

Language: HTML - Size: 255 MB - Last synced: 19 days ago - Pushed: over 4 years ago - Stars: 1 - Forks: 0

ThinamXx/TopicModeling__NLP

In this repository, I have performed Topic Modeling using Singular Value Decomposition and Non Negative Matrix Formation along with TFIDF Count Vectors.

Language: Jupyter Notebook - Size: 61.5 KB - Last synced: 19 days ago - Pushed: over 3 years ago - Stars: 1 - Forks: 1

Vaibhav67979/Ecommerce-product-recommendation-system

Product Recommendation System is a machine learning-based project that provides personalized product recommendations to users based on their interaction history, similar users, and also the popularity of products.

Language: Jupyter Notebook - Size: 148 KB - Last synced: 19 days ago - Pushed: 5 months ago - Stars: 38 - Forks: 13

MaxHalford/prince

:crown: Multivariate exploratory data analysis in Python — PCA, CA, MCA, MFA, FAMD, GPA

Language: Python - Size: 8.12 MB - Last synced: 15 days ago - Pushed: about 1 month ago - Stars: 1,190 - Forks: 178

jaketae/nn-svd

Neural network compression with SVD

Language: Python - Size: 33.2 KB - Last synced: 22 days ago - Pushed: 26 days ago - Stars: 0 - Forks: 0

apachecn/ailearning

AiLearning:数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2

Language: Python - Size: 163 MB - Last synced: about 1 month ago - Pushed: 2 months ago - Stars: 37,896 - Forks: 11,318

danilosalvati/svd-js

A simple library to compute Singular Value Decomposition as explained in "Singular Value Decomposition and Least Squares Solutions. By G.H. Golub et al."

Language: JavaScript - Size: 972 KB - Last synced: 2 days ago - Pushed: over 1 year ago - Stars: 35 - Forks: 3

ZigEmbeddedGroup/regz

Generate zig code from ATDF or SVD files for microcontrollers.

Language: Zig - Size: 5.95 MB - Last synced: 3 days ago - Pushed: 3 months ago - Stars: 81 - Forks: 28

ahish-mahesh/EchoNews

A recommendation engine built using the Apriori algorithm which reflects your preferences in news

Language: Jupyter Notebook - Size: 376 KB - Last synced: 24 days ago - Pushed: 24 days ago - Stars: 0 - Forks: 0

phillity/Data-Mining-Machine-Learning

Data Mining and Machine Learning Algorithm Implementations

Language: Python - Size: 29.3 KB - Last synced: 29 days ago - Pushed: over 5 years ago - Stars: 3 - Forks: 1

snandasena/recomendation-system-ibm-watson

Articles recomendations for IBM Watson users

Language: HTML - Size: 4.46 MB - Last synced: 29 days ago - Pushed: about 4 years ago - Stars: 0 - Forks: 0

benedekrozemberczki/BANE

A sparsity aware implementation of "Binarized Attributed Network Embedding" (ICDM 2018).

Language: Python - Size: 797 KB - Last synced: 15 days ago - Pushed: about 1 year ago - Stars: 87 - Forks: 23

waynemystir/svd

Language: TeX - Size: 1.97 MB - Last synced: about 1 month ago - Pushed: over 6 years ago - Stars: 3 - Forks: 0

JM1/hbrs-mpl

Generic C++17 library for distributed scientific computing (HPC)

Language: C++ - Size: 1.57 MB - Last synced: about 1 month ago - Pushed: over 2 years ago - Stars: 0 - Forks: 4

erichson/rSVD

Randomized Matrix Decompositions using R

Language: R - Size: 27.5 MB - Last synced: 6 days ago - Pushed: about 3 years ago - Stars: 96 - Forks: 27

j2kun/svd

Python code implementing the power method for Singular Value Decomposition

Language: Python - Size: 5.66 MB - Last synced: about 1 month ago - Pushed: 11 months ago - Stars: 99 - Forks: 41

vTuanpham/SVD_Image_Video_Compression 📦

Image and video compression via singular value decomposition with user-interface.

Language: Python - Size: 2.36 MB - Last synced: 29 days ago - Pushed: over 1 year ago - Stars: 5 - Forks: 0

atharvapathak/Product_Recommendation_Engine

Using algorithms such as collaborative filtering, content-based filtering, or hybrid methods, this recommendation engine offers personalized suggestions to users, enhancing their shopping or browsing experience.

Language: Jupyter Notebook - Size: 84 KB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 0 - Forks: 0

ChandraPrakash-Bathula/TV-SHOW-RECOMMENDATIONS

TV Shows recommendation system using cosine-similarity in ML with the help of TMDB dataset 🍿🎬.

Language: Jupyter Notebook - Size: 781 KB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 0 - Forks: 0

fcpauldiaz-archive/SVD

Singular Value Decomposition image compression

Language: Python - Size: 160 KB - Last synced: about 1 month ago - Pushed: about 7 years ago - Stars: 0 - Forks: 0

lexxai/goit_python_ds_hw_07

surprise svd

Language: Jupyter Notebook - Size: 9.54 MB - Last synced: about 1 month ago - Pushed: 3 months 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: 16 days ago - Pushed: about 3 years ago - Stars: 431 - Forks: 45

VassilisDrouzas/Numerical-Optimization

My projects for the postgraduate course of 'Numerical Optimization and Large Scale Linear Algebra', AUEB.

Language: Jupyter Notebook - Size: 31.3 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 0 - Forks: 0

bwlewis/irlba

Fast truncated singular value decompositions

Language: R - Size: 2.63 MB - Last synced: 27 days ago - Pushed: 3 months ago - Stars: 121 - Forks: 17

alirezarahimi1393/Classical-Learning

Welcome to my Classical Learning Projects repository, where I showcase my work in the fields of supervised and unsupervised learning. Here, you'll find code and datasets for various projects, such as classification and clustering tasks, implemented using popular algorithms like decision trees, neural networks, and k-means.

Language: Jupyter Notebook - Size: 309 KB - Last synced: about 1 month ago - Pushed: about 2 months ago - Stars: 0 - Forks: 0

Lednik7/RuCode3

Применяем Singular Value Decomposition with implicit feedback для задачи рекомендации аниме

Language: Jupyter Notebook - Size: 24.5 MB - Last synced: 22 days ago - Pushed: almost 3 years ago - Stars: 8 - Forks: 1

itzandroidtab/klib-svd

SVD files for Klib

Size: 4.34 MB - Last synced: 19 days ago - Pushed: about 2 months ago - Stars: 1 - Forks: 0

bezhvin/Sequential-LRF

Employing sequentiial Low Rank Factorization to DNNs

Language: Shell - Size: 7.17 MB - Last synced: about 2 months ago - Pushed: about 4 years ago - Stars: 2 - Forks: 0

SelinaSong0412/linr

‘linr’ is used to fit a linear model with high efficiency. It is implemented by algorithm of three matrix decomposition methods, QR decomposition, Cholesky decomposition and the singular value decomposition (SVD).

Language: R - Size: 81.1 KB - Last synced: about 2 months ago - Pushed: over 2 years 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: 15 days ago - Pushed: over 1 year ago - Stars: 60 - Forks: 25

gentaiscool/matrix_fact

Matrix Factorization Library

Language: Python - Size: 174 KB - Last synced: 8 days ago - Pushed: 5 months ago - Stars: 7 - Forks: 2

lpc-rs/lpc-pac

Peripheral Access Crates for LPC microcontrollers

Language: Rust - Size: 9.76 MB - Last synced: about 13 hours ago - Pushed: over 1 year ago - Stars: 9 - Forks: 9

S3-Lab-IIT/DiffRed

[AISTATS 2024] DiffRed: Dimensionality Reduction guided by stable rank

Language: Jupyter Notebook - Size: 113 MB - Last synced: 2 days ago - Pushed: 2 months ago - Stars: 9 - Forks: 1

zhezhaoa/ngram2vec

Four word embedding models implemented in Python. Supporting arbitrary context features

Language: Python - Size: 722 KB - Last synced: about 2 months ago - Pushed: over 4 years ago - Stars: 835 - Forks: 175

MihailSalnikov/svd4gcn 📦

Singular Value Decomposition for prevention of the Graph Convolutional Network overfitting

Language: Jupyter Notebook - Size: 6.13 MB - Last synced: 2 months ago - Pushed: about 4 years ago - Stars: 0 - Forks: 1

bhrnjica/MagmaSharp 📦

.NET High Level API for MAGMA - Matrix Algebra for GPU and Multicore Architectures.

Language: C++ - Size: 11.9 MB - Last synced: 18 days ago - Pushed: over 3 years ago - Stars: 3 - Forks: 0

SOF3/stat4609-project

STAT4609 project, in collaboration with @jevrii and @kellycyy. Git commit authors do not necessarily represent the actual author.

Language: Jupyter Notebook - Size: 10.1 MB - Last synced: 2 months ago - Pushed: about 3 years ago - Stars: 2 - Forks: 1

rmojgani/PhysicsAwareAE

The unsupervised learning problem trains a diffeomorphic spatio-temporal grid, that registers the output sequence of the PDEs onto a non-uniform parameter/time-varying grid, such that the Kolmogorov n-width of the mapped data on the learned grid is minimized.

Language: Jupyter Notebook - Size: 56.1 MB - Last synced: 26 days ago - Pushed: over 1 year ago - Stars: 16 - Forks: 4

sadikovi/rustjblas

Off-heap matrices for JBLAS library (Rust -> C++/JNI -> Java)

Language: Fortran - Size: 217 KB - Last synced: 2 months ago - Pushed: about 6 years ago - Stars: 1 - Forks: 0

mohamed82008/DifferentiableFactorizations.jl

Differentiable matrix factorizations using ImplicitDifferentiation.jl.

Language: Julia - Size: 19.5 KB - Last synced: 7 days ago - Pushed: 8 months ago - Stars: 29 - Forks: 1

SohhamSeal/Attack-on-PCA-Based-Face-Recognition-System

A detailed "cheating" attack on outsourced PCA-based face recognition to explore the vulnerabilities in the system

Language: Jupyter Notebook - Size: 1.91 MB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 0 - Forks: 0

h2oai/h2o4gpu

H2Oai GPU Edition

Language: C++ - Size: 26.6 MB - Last synced: 24 days ago - Pushed: 2 months ago - Stars: 453 - Forks: 97

KinglittleQ/torch-batch-svd

A 100x faster SVD for PyTorch⚡️

Language: C++ - Size: 48.8 KB - Last synced: 2 months ago - Pushed: over 1 year ago - Stars: 396 - Forks: 35

Nikeshbajaj/Regularization_for_Machine_Learning

Regularization for Machine Learning-RegML GUI

Language: Jupyter Notebook - Size: 772 KB - Last synced: 22 days ago - Pushed: over 1 year ago - Stars: 6 - Forks: 2

microsoft/ISLE 📦

This repository provides code for SVD and Importance sampling-based algorithms for large scale topic modeling.

Language: C++ - Size: 11.1 MB - Last synced: about 1 month ago - Pushed: over 3 years ago - Stars: 12 - Forks: 14

julianluongo/SVD-STFT_Audio_Watermarking

Couple of scripts made in Python for audio watermarking and detection.

Language: Jupyter Notebook - Size: 3.6 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 1 - Forks: 0

m-labs/dslite2svd

Converter of register descriptions from the TI DSLite format to CMSIS SVD format

Language: Rust - Size: 2.35 MB - Last synced: 28 days ago - Pushed: 11 months ago - Stars: 33 - Forks: 8

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: 3 months ago - Pushed: 3 months ago - Stars: 84 - Forks: 25

nihil21/image-approx

Tools that aims at computing an approximation of a given image, which may be used to create abstract images.

Language: Python - Size: 4.32 MB - Last synced: 3 months ago - Pushed: over 2 years ago - Stars: 0 - Forks: 0

dunasi4139/Speech-Signal-Classification-with-SVD-ANN

This project is about the effect of SVD on speech signal classification.

Language: Jupyter Notebook - Size: 43 KB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 0 - Forks: 0

gramian/hapod 📦

HAPOD - Hierarchical Approximate Proper Orthogonal Decomposition

Language: MATLAB - Size: 26.4 KB - Last synced: 3 days ago - Pushed: over 2 years ago - Stars: 14 - Forks: 4

LamKser/MAI391

Mathematics for Machine Learning Computer Project

Language: Jupyter Notebook - Size: 2.21 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 0 - Forks: 0

Niisc/eigenfaces

Simple C++ code, using arrayfire, that can calculate the eigenfaces using aligned training images. Can also do facial recognition.

Language: C++ - Size: 1.11 MB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 0 - Forks: 0

prithesh07/watermarking_study

Watermarking is one of the advanced technology that is growing which can be very well exploited for a variety of applications. I have done a comparative study of multiple techniques from different domains, implemented them and tested against different attacks.

Language: Python - Size: 1.09 MB - Last synced: 3 months ago - Pushed: almost 4 years ago - Stars: 3 - Forks: 0

bchaoss/incremental-SVD

An improved incremental singular value decomposition(SVD) algorithm

Language: MATLAB - Size: 16.6 KB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 3 - Forks: 0

AryaKoureshi/SSVEP-Frequency-Analysis

This repository contains code for analyzing Steady-State Visually Evoked Potential (SSVEP) signals recorded from EEG data. The goal of this analysis is to determine the stimulation frequency from the EEG signals recorded in each test. Two methods are employed: Frequency Content Plotting and Canonical Correlation Analysis (CCA).

Language: Jupyter Notebook - Size: 4.55 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 0 - Forks: 0

dselivanov/rsparse

Fast and accurate machine learning on sparse matrices - matrix factorizations, regression, classification, top-N recommendations.

Language: R - Size: 1.08 MB - Last synced: 28 days ago - Pushed: about 1 year ago - Stars: 167 - Forks: 31

rbran/svd2icicle

Convert SVD files into Icicle-emu VM peripherals

Language: Rust - Size: 308 KB - Last synced: 15 days ago - Pushed: 9 months ago - Stars: 3 - Forks: 2

Praful932/Kitabe

Book Recommendation System built for Book Lovers📖. Simply Rate ⭐ some books and get immediate recommendations🤩

Language: HTML - Size: 222 MB - Last synced: 3 months ago - Pushed: over 1 year ago - Stars: 155 - Forks: 146

SohhamSeal/Eigen-Faces

Application of PCA in facial recognition

Language: Jupyter Notebook - Size: 77.2 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 1 - Forks: 0

WindQAQ/tf-recsys

tf-recsys contains collaborative filtering (CF) model based on famous SVD and SVD++ algorithm. Both of them are implemented by tensorflow in order to utilize GPU acceleration.

Language: Python - Size: 24.4 KB - Last synced: 26 days ago - Pushed: over 4 years ago - Stars: 93 - Forks: 27

sujithup/FS-mini-project

Image compression using SVD

Language: Python - Size: 4.1 MB - Last synced: 4 months ago - Pushed: over 3 years ago - Stars: 1 - Forks: 0

hlorenzo/ddsPLS

Analysis of multi-block supervised problems thanks to SVD-based methods permitting variable selection.

Language: R - Size: 18.9 MB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 0 - Forks: 2

CVEO/OBIC-GCN

Open-source codes and annotated datasets in CVEO recent work "Object-based Classification Framework of Remote Sensing Images with Graph Convolutional Networks" on IEEE Geoscience and Remote Sensing Letters.

Language: Python - Size: 11.2 MB - Last synced: 4 months ago - Pushed: almost 2 years ago - Stars: 35 - Forks: 7

CCampJr/CRIkit2

CRIKit2 is a hyperspectral imaging toolkit formerly known as the coherent Raman imaging toolkit.

Language: Python - Size: 20.2 MB - Last synced: about 2 months ago - Pushed: over 1 year ago - Stars: 17 - Forks: 11

eloukas/job-recommendation-system

A lightweight demo app which recommends similar jobs. Combines unsupervised ML + IR.

Language: HTML - Size: 21.2 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 2 - Forks: 0

Neethuharii/Foundatin-of-ML

This is a Basis of ML Foundation from the perspective of linear algebra ,Data Analysis with Python,Basis of Machine learning,Neural Network...

Language: Jupyter Notebook - Size: 6.11 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 0 - Forks: 0

jwliao1209/softImpute-ALS

A MATLAB implementation of "Matrix Completion and Low-Rank SVD via Fast Alternating Least Squares".

Language: MATLAB - Size: 954 KB - Last synced: 22 days ago - Pushed: 4 months ago - Stars: 0 - Forks: 0

SheidaAbedpour/SVD-movie-recommender-system

This repository implements a movie recommendation system using Singular Value Decomposition (SVD)

Language: Jupyter Notebook - Size: 2.5 MB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 0 - Forks: 0

Ivagnesmanuel/Big-data-computing-homework

Big data computing homework

Language: Jupyter Notebook - Size: 939 KB - Last synced: 4 months ago - Pushed: over 3 years ago - Stars: 0 - Forks: 0

zahragolpa/PatchSVD

Official Python implementation of "PatchSVD: A Non-uniform SVD-based Image Compression Algorithm", ICPRAM 2024

Language: Python - Size: 2.99 MB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 0 - Forks: 0

aliceagrawal/HM-Recommender-System-App

Built a collaborative filtering and content-based recommendation/recommender system specific to H&M using the Surprise library and cosine similarity to generate similarity and distance-based recommendations.

Language: Jupyter Notebook - Size: 130 MB - Last synced: 4 months ago - Pushed: over 1 year ago - Stars: 6 - Forks: 4

saraabme/SVD_ImageCompression

In this project, the focus is on image compression using Singular Value Decomposition (SVD), specifically following the principles of the well-known "Eigenfaces" experiment.

Language: Jupyter Notebook - Size: 101 KB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 0 - Forks: 0

gasevi/pyreclab

pyRecLab is a library for quickly testing and prototyping of traditional recommender system methods, such as User KNN, Item KNN and FunkSVD Collaborative Filtering. It is developed and maintained by Gabriel Sepúlveda and Vicente Domínguez, advised by Prof. Denis Parra, all of them in Computer Science Department at PUC Chile, IA Lab and SocVis Lab.

Language: C++ - Size: 1.8 MB - Last synced: 14 days ago - Pushed: over 3 years ago - Stars: 119 - Forks: 29

Aniket-Singla/Movie-Recommender-System

This repository combines Machine Learning with web technology to recommend movies to users.

Language: JavaScript - Size: 13.1 MB - Last synced: 4 months ago - Pushed: about 5 years ago - Stars: 0 - Forks: 0

JuliaRecsys/ModelBasedCF.jl

Model based algorithms for Collaborative Filtering in Julia

Language: Julia - Size: 23.4 KB - Last synced: 8 days ago - Pushed: almost 3 years ago - Stars: 2 - Forks: 1

Related Keywords
svd 489 python 82 pca 69 recommender-system 58 singular-value-decomposition 56 machine-learning 53 collaborative-filtering 50 linear-algebra 40 matrix-factorization 36 image-compression 31 svd-matrix-factorisation 29 recommendation-system 26 matlab 21 dimensionality-reduction 21 numpy 19 nlp 19 knn 18 python3 16 nmf 15 matrix 15 image-processing 14 lda 14 regression 14 linear-regression 14 logistic-regression 13 svd-factorization 12 face-recognition 12 tensorflow 12 qr-decomposition 12 principal-component-analysis 12 deep-learning 12 svdpp 11 sklearn 11 recommendation-engine 11 cosine-similarity 11 compression 11 data-science 11 pytorch 11 eigenfaces 10 embedded 9 eigenvalues 9 jupyter-notebook 9 pandas 9 scikit-learn 9 classification 9 surprise 9 movie-recommendation 9 word2vec 9 cpp 9 matplotlib 9 flask 9 opencv 9 neural-network 9 least-squares 8 pca-analysis 8 tf-idf 8 eigen 7 numerical-linear-algebra 7 recommender-systems 7 content-based-recommendation 7 clustering 7 math 7 surprise-library 7 latent-semantic-analysis 7 ml 7 arm 7 algorithm 7 netflix 7 apriori 6 lsa 6 recommendation 6 kmeans-clustering 6 unsupervised-learning 6 r 6 random-forest 6 cuda 6 visualization 6 keras 6 c 6 gensim 6 svm 6 k-means 6 optimization 6 image 5 decision-trees 5 dct 5 statistics 5 matrix-completion 5 movielens-dataset 5 mnist 5 rust 5 microcontroller 5 gpu 5 gradient-descent 5 svd-image-compression 5 machine-learning-algorithms 5 naive-bayes-classifier 5 fortran 5 artificial-intelligence 5 t-sne 5