Ecosyste.ms: Repos

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

GitHub topics: svd-factorization

soypat/lap

linear algebra package. like gonum/mat, but small. lets say gonum-lite

Language: Go - Size: 54.7 KB - Last synced: 7 days ago - Pushed: 11 months ago - Stars: 7 - Forks: 2

wgurecky/CORRLA_RS

Correlation, sampling, sensitivity, inference and random linear algebra routines in rust

Language: Rust - Size: 121 KB - Last synced: 13 days ago - Pushed: 13 days ago - Stars: 0 - Forks: 0

jwar28/rocky

ai: basic movie recommender system

Language: Python - Size: 8.67 MB - Last synced: 20 days ago - Pushed: 21 days ago - Stars: 0 - Forks: 0

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: about 1 month 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: about 1 month ago - Pushed: almost 3 years ago - Stars: 0 - Forks: 0

ipserc/complexarith

complexarith is an attempt to model the complex field arithmetic in Java to be used in mathematical developments.

Language: Java - Size: 20.7 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 2 - Forks: 0

tk-yoshimura/Algebra

Linear algebra

Language: C# - Size: 214 KB - Last synced: 27 days ago - Pushed: about 2 months ago - Stars: 1 - Forks: 0

tuansunday05/ArticleRecommenderSystem

Using hybrid recommender system with apriori algorithm, content-based and collaborative filtering method for predicting users interactions and then recommend them for users.

Language: Jupyter Notebook - Size: 8.93 MB - Last synced: about 2 months ago - Pushed: 5 months ago - Stars: 1 - Forks: 3

dimits-ts/numerical-optimization

Using Constrained LS, SVD analysis and PageRank to efficiently solve common problems

Language: Jupyter Notebook - Size: 51.4 MB - Last synced: about 2 months ago - Pushed: 2 months ago - Stars: 0 - Forks: 0

tk-yoshimura/MultiPrecisionAlgebra

MultiPrecision Algebra

Language: C# - Size: 105 KB - Last synced: 27 days ago - Pushed: about 2 months ago - Stars: 0 - Forks: 0

sarankrish/machine-learning-notebooks

Language: Jupyter Notebook - Size: 662 KB - Last synced: 3 months ago - Pushed: over 6 years ago - Stars: 1 - Forks: 0

gaspare-mattarella/Singular-Value-Decomposition

Language: TeX - Size: 596 KB - Last synced: 3 months ago - Pushed: over 3 years ago - Stars: 0 - Forks: 0

LeonardoSaccotelli/Numerical-Methods-For-Computer-Science

Basic and advanced linear algebra and numerical problems, numerical algorithms, and techniques with multiple applications in the field of Computer Science.

Language: Jupyter Notebook - Size: 17.4 MB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 0 - Forks: 0

daniel-aime/recommender-system-by-daniel-aime

Projet d'étude système de recommendation en utilisant filtrage collaboratif

Language: Python - Size: 15.6 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 11 - Forks: 1

NadavShwartz93/Matrix_Decomposition

Matrix Calculator which perform SVD-factorization, QR-decomposition and LU-decomposition.

Language: Jupyter Notebook - Size: 53.7 MB - Last synced: 4 months ago - Pushed: almost 2 years ago - Stars: 4 - Forks: 1

KingJamesSong/DifferentiableSVD

A collection of differentiable SVD methods and ICCV21 "Why Approximate Matrix Square Root Outperforms Accurate SVD in Global Covariance Pooling?"

Language: Python - Size: 1.07 MB - Last synced: 8 months ago - Pushed: 8 months ago - Stars: 51 - Forks: 1

mayukh18/reco

a simple yet versatile recommendation systems library in python

Language: Python - Size: 8.44 MB - Last synced: 4 days ago - Pushed: 12 months ago - Stars: 54 - Forks: 21

rvdweerd/SVDtoSurfaces

Applying SVD to bitmap surfaces (expermenting with compression)

Language: C++ - Size: 37.2 MB - Last synced: 9 months ago - Pushed: almost 4 years ago - Stars: 0 - Forks: 0

brenomatos/funk-svd

SVD-based recommender

Language: C++ - Size: 14.4 MB - Last synced: 10 months ago - Pushed: about 5 years ago - Stars: 0 - Forks: 0

Wendy-hub/movie_recommender_matrix

movie recommender system using matrix decomposition

Language: Jupyter Notebook - Size: 2.33 MB - Last synced: 11 months ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

enockjamin01/ML-ALGORITHM

This Repository provides the basic code snippets for all the most widely used ML Algorithms like Supervised, Unsupervised, and Recommender system algorithms.

Language: Jupyter Notebook - Size: 12 MB - Last synced: 11 months ago - Pushed: 11 months ago - Stars: 0 - Forks: 0

shakibaam/linear-algebra

Language: Python - Size: 6.84 KB - Last synced: 11 months ago - Pushed: 11 months ago - Stars: 1 - Forks: 0

nnllb/Statistical-Data-Mining-Presentation

Reveal js was used for Tensor SDV face Recognition

Language: JavaScript - Size: 6.84 MB - Last synced: 12 months ago - Pushed: 12 months ago - Stars: 0 - Forks: 0

Ayoub-etoullali/SVD-Singular-Value-Decomposition

This project demonstrates the application of Singular Value Decomposition (SVD) for image compression using Python and NumPy.

Language: Jupyter Notebook - Size: 921 KB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 0 - Forks: 1

natade-jp/konpeito

Class collection of numerical calculation processing.

Language: JavaScript - Size: 22.7 MB - Last synced: 10 days ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

npcrites/california-school-analysis Fork of milliemince/california-school-analysis

graduation rate / test score prediction for California public high schools

Language: Jupyter Notebook - Size: 56.7 MB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 1 - Forks: 0

d-elicio/Music-Recommender-System-from-scratch

Design and implementation from scratch of different models for a musical recommendation system

Language: Jupyter Notebook - Size: 2.66 MB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0

jsong233/recommendation_systems

Constructed a recommendation system using matrix factorization (SVD), then applied various inferences on both the original data and the predicted data to evaluate whether the algorithm preserved statistical properties.

Language: MATLAB - Size: 3.26 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

Zedrichu/Numerical-Methods

A collection of applications of numerical methods in Visual Computing and Machine Learning.

Language: Jupyter Notebook - Size: 153 MB - Last synced: over 1 year ago - Pushed: over 1 year ago - Stars: 1 - Forks: 0

jfilter/sparse-svd-benchmark

Sparse Truncated SVD Benchmark (Python)

Language: Jupyter Notebook - Size: 170 KB - Last synced: about 1 year ago - Pushed: over 4 years ago - Stars: 3 - Forks: 1

dlt3/Recommendation-System

Normalized SVD based recommendation model

Language: Jupyter Notebook - Size: 15.4 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 1 - Forks: 0

oekosheri/Recommender-movie

A movie recommender served with a Flask-restful app

Language: Python - Size: 41 KB - Last synced: over 1 year ago - Pushed: almost 5 years ago - Stars: 6 - Forks: 10

somjit101/Netflix-Movie-Recommendation

A case study of the Netflix Prize solution where, given anonymous data of users and the ratings given to movies, the objective to provide recommendations to users for movies which they would like, based on their past activity and taste.

Language: Jupyter Notebook - Size: 9.07 MB - Last synced: 11 months ago - Pushed: almost 3 years ago - Stars: 1 - Forks: 0

gnsaddy/book-recommendation-system-webapp

Book Recommendation System Web App

Language: SCSS - Size: 21.3 MB - Last synced: over 1 year ago - Pushed: over 1 year ago - Stars: 3 - Forks: 1

martinofabio/NLP-NBA-Analysis

This repository contains an exploratory analysis conducted on the most prominent NBA players' tweets. The goal of the analysis was to assess whether there is a correlation between the sentiment expressed by the players in the days approaching game-day and their actual performance.

Language: Jupyter Notebook - Size: 2.36 MB - Last synced: over 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

zeryabmoussaoui/SVD-Golub-Kahan

Singular Value computation using Golub-Kahan method

Language: MATLAB - Size: 2.31 MB - Last synced: over 1 year ago - Pushed: about 4 years ago - Stars: 7 - Forks: 1

ivan-pi/vanhuffel

Partial Total Least Squares routines from Sabine Van Huffel

Language: Fortran - Size: 52.7 KB - Last synced: over 1 year ago - Pushed: almost 2 years ago - Stars: 2 - Forks: 0

fractalclockwork/Math425

Computational Linear Algebra (SFSU Math425)

Language: Jupyter Notebook - Size: 143 MB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 0 - Forks: 0

singhsidhukuldeep/Recommendation-System

Comparing different recommendation systems algorithms like SVD, SVDpp (Matrix Factorization), KNN Baseline, KNN Basic, KNN Means, KNN ZScore), Baseline, Co Clustering

Language: Jupyter Notebook - Size: 1.66 MB - Last synced: over 1 year ago - Pushed: about 4 years ago - Stars: 4 - Forks: 3

AlexPasqua/CM-project

Project for the course of Computational Mathematics for Learning and Data Analysis @ University of Pisa

Language: Jupyter Notebook - Size: 4.57 MB - Last synced: over 1 year ago - Pushed: almost 2 years ago - Stars: 2 - Forks: 0

ai-girl/ml-algorithms

Repository of Machine learning Algorithms Implemented from scratch

Language: Jupyter Notebook - Size: 5.71 MB - Last synced: over 1 year ago - Pushed: about 2 years ago - Stars: 1 - Forks: 0

Pressio/pressio-tools

Auxiliary tools: distributed SVD, QR, sample mesh, etc

Language: Python - Size: 397 KB - Last synced: 6 months ago - Pushed: about 3 years ago - Stars: 1 - Forks: 0

SoniSiddharth/SamplingMethods_in_DataScience

Speeding up clustering algorithms using Sampling techniques (Lightweight Coresets)

Language: Python - Size: 92.1 MB - Last synced: about 1 year ago - Pushed: about 3 years ago - Stars: 2 - Forks: 0

longhongc/SVD-python-implementation

An implementation of Single Value Decomposition(SVD) in python

Language: Jupyter Notebook - Size: 4.88 KB - Last synced: over 1 year ago - Pushed: over 2 years ago - Stars: 0 - Forks: 0

vishishtpriyadarshi/MatLib

MatLib - Matrix Library

Language: MATLAB - Size: 68.4 KB - Last synced: over 1 year ago - Pushed: over 2 years ago - Stars: 0 - Forks: 0

GarlGuo/RecommenderSystemResearch

literature review of 6241 project

Size: 5.21 MB - Last synced: 12 months ago - Pushed: over 2 years ago - Stars: 0 - Forks: 0

ebrahimpichka/SVD-image-compression

Compressing RGB images using SVD matrix decomposition

Language: Jupyter Notebook - Size: 56.8 MB - Last synced: about 1 year ago - Pushed: almost 3 years ago - Stars: 0 - Forks: 0

mzalaya/collectivemc

Implementation of Collective Matrix Completion by Mokhtar Z. Alaya and Olga Klopp https://arxiv.org/abs/1807.09010

Language: Jupyter Notebook - Size: 1.81 MB - Last synced: over 1 year ago - Pushed: over 4 years ago - Stars: 2 - Forks: 0

Sid2697/3D

Pipeline for point cloud to 3D object creation.

Language: Python - Size: 3.47 MB - Last synced: 21 days ago - Pushed: almost 5 years ago - Stars: 3 - Forks: 3

Rayerdyne/svd-img

Compress things with SVD low-rank approximation in Rust (with crate nalgebra)

Language: Rust - Size: 129 KB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 0 - Forks: 0

PStegmann/delta-fit

A Python implementation of the delta-fit phase function truncation algorithm by Hu et al. 2000.

Size: 19.5 KB - Last synced: 5 months ago - Pushed: about 3 years ago - Stars: 0 - Forks: 0

acharles7/large-scale-analytics

This repository contains PCA-analysis, SVD, and tf-idf examples from large scale analytics

Language: Jupyter Notebook - Size: 26.4 KB - Last synced: about 1 year ago - Pushed: about 5 years ago - Stars: 2 - Forks: 0

mhmdsabry/EigenWords

Playing with SVD and Word Vectors

Language: Jupyter Notebook - Size: 80.1 KB - Last synced: over 1 year ago - Pushed: about 4 years ago - Stars: 0 - Forks: 0

Related Keywords
svd-factorization 53 svd 12 python 12 svd-matrix-factorisation 11 linear-algebra 8 recommendation-system 7 recommender-system 7 machine-learning 7 qr-decomposition 6 lu-decomposition 6 collaborative-filtering 5 matrix-factorization 5 kmeans-clustering 4 machine-learning-algorithms 4 least-squares 4 qr-factorization 3 random-forest 3 logistic-regression 3 recommendation-engine 3 image-processing 3 math 3 regression-models 2 net8 2 gram-schmidt 2 surprise-library 2 svd-recommendation-algorithm 2 supervised-learning 2 eigenvalues 2 neural-networks 2 linear-regression 2 decision-trees 2 leverage-score 2 algebra 2 dotnet8 2 lapack 2 python3 2 rust 2 svd-image-compression 2 sampling-methods 2 image-compression 2 artificial-intelligence 2 pca 2 imageprocessing 2 multiresolution-analysis 2 wavelet 2 content-based-recommendation 2 pca-analysis 2 tf-idf 2 regression 2 knn-classification 2 image-recognition 2 data-analysis 1 cluster-analysis 1 language-model 1 lda-model 1 nlp 1 regex 1 sentiment-analysis 1 topic-modeling 1 tsne-visualization 1 twitter-api 1 gnu-octave 1 golub-kahan 1 singular-value-decomposition 1 million-song-dataset 1 music 1 music-recommendation 1 music-recommendation-system 1 python-3 1 automatic-differentiation 1 inverse-kinematics 1 truncated-svd 1 movielens-dataset 1 normalization 1 flask-restful 1 similarity-score 1 boosting-algorithms 1 implicit-feedback 1 movie-recommendation 1 netflix 1 netflix-prize 1 svdpp 1 xgboost 1 xgboost-regression 1 distance-calculation 1 flask 1 flask-application 1 pearson-correlation 1 sparse-matrix 1 webapp 1 website 1 sample-mesh 1 snl-build-tools 1 snl-data-analysis 1 trilinos 1 bisecting-kmeans-clustring 1 clustering-algorithms 1 coresets 1 data-science 1 k-centers 1