Projects in Awesome Lists tagged with svd-matrix-factorisation

https://github.com/arrufat/zignal

zero-dependency image processing library

drawing geometry image-processing python svd-matrix-factorisation wasm webassembly zero-dependency zig zig-package

Last synced: 31 Mar 2026

https://github.com/bfactory-ai/zignal

Zero-dependency image processing library

drawing geometry image-processing svd-matrix-factorisation webassembly zero-dependency zig zig-package

Last synced: 21 Jul 2025

https://github.com/mohamed82008/differentiablefactorizations.jl

Differentiable matrix factorizations using ImplicitDifferentiation.jl.

automatic-differentiation cholesky-decomposition eigendecomposition forward-mode-autodiff generalized-eigenvalue implicit-differentiation lu-decomposition matrix-decompositions matrix-factorization qr-decomposition reverse-mode-autodiff schur-decomposition svd svd-matrix-factorisation

Last synced: 14 Mar 2025

https://github.com/andrewssobral/redsvd

redsvd - RandomizED Singular Value Decomposition

lowrankdenoising matrix-factorization randomised-algorithms svd svd-matrix-factorisation

Last synced: 11 Mar 2026

https://github.com/jfilter/sparse-svd-benchmark

Sparse Truncated SVD Benchmark (Python)

python svd svd-factorization svd-matrix-factorisation truncated-svd

Last synced: 23 Apr 2025

https://github.com/rndev2017/imagecompression

Implementing Singular Value Decomposition for image compression. Part of my unique University of Michigan Math 214 Final Project which explored the application of linear algebra in the real world.

cli compression image-compressor python3 singular-value-decomposition svd-matrix-factorisation

Last synced: 04 Jul 2025

https://github.com/msamuelsons/recomendar-anime

Recomenda anime com base nas escolhas do usuário

anime machine-learning recommendation-system svd-matrix-factorisation

Last synced: 15 Mar 2025

https://github.com/ilovenooodles/image-compression

Tugas Besar 2 Aljabar Linear dan Geometri

image-compression numpy python svd-matrix-factorisation

Last synced: 20 Apr 2026

https://github.com/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.

boosting-algorithms implicit-feedback machine-learning matrix-factorization movie-recommendation netflix netflix-prize recommendation-engine recommendation-system regression-models surprise-library svd svd-factorization svd-matrix-factorisation svdpp xgboost xgboost-regression

Last synced: 27 Jul 2025

https://github.com/iusztinpaul/ibm-assets-recommendation-engine

Deployable recommendation system for predicting the fittest IBM articles for a given user.

ibm machine-learning numpy pandas python recommendation-engine recommendation-system svd-matrix-factorisation

Last synced: 27 Apr 2026

https://github.com/mayankmittal29/vectorverse-static_word_embeddings_implementation

An implementation of static word embedding techniques for natural language processing, featuring SVD, CBOW, and Skip-gram models.

brown-corpus cbow-embeddings embeddings neural-networks python3 pytorch skipgram spearman-rank-correlation svd-matrix-factorisation word-similarity

Last synced: 07 May 2026

https://github.com/sanjaykumhar/movie-recommendation-system

A comprehensive movie recommendation system that employs three fundamental recommendation techniques i.e. Demographic filtering, Content-Based filtering and Collaborative filtering.

Last synced: 15 May 2026

https://github.com/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."

data-analysis dimension-reduction jyputer-notebook machine-learning matplotlib numpy-library pandas-library preprocessing python scipy-library singular-value-decomposition sklearn-library standardscaler svd svd-matrix-factorisation

Last synced: 18 May 2026

https://github.com/harshgeek4coder/multilabel_document_categorization_

This Repository consists of work done for performing Multilabel document categorization using Semi-Supervised Learning

lda neural-network nlp nmf semi-supervised-learning svd-matrix-factorisation topic-modeling

Last synced: 29 Mar 2025

https://github.com/hari31416/book_recommender

Using Deep Learning for Book Recommendation

deep-learning personal-project recommender-system svd-matrix-factorisation

Last synced: 05 Sep 2025

https://github.com/shoaib1522/linear-algebra

📘 All-in-one Linear Algebra repository featuring assignments ✍️, textbook & solution manuals 📚, quizzes 🧪, MATLAB guides 🧮, lecture slides 🧠, final exam topics 🎯, and course outlines 📋—everything you need for success! 🚀

camm echelon-form factorial linear-algebra matlab matrix-multiplication regression svd svd-matrix-factorisation

Last synced: 16 Jul 2026

https://github.com/rafael-a-monteiro-math/short-notes

These are some notes I wrote for internal seminars (audience made up of mathematicians, physicists and other scientists). They are only for teaching purpose.

dynamical-systems numerical-linear-algebra svd svd-matrix-factorisation

Last synced: 16 Jul 2026