A Python library for converting images into FPGA-displayable pixel art.
-
Updated
Jan 3, 2025 - Python
#
svd-factorization
Here are 73 public repositories matching this topic...
A collection of differentiable SVD methods and ICCV21 "Why Approximate Matrix Square Root Outperforms Accurate SVD in Global Covariance Pooling?"
deep-learning pytorch style-transfer image-recognition svd fine-grained-classification svd-factorization fine-grained-visual-categorization svd-matrix-factorisation imagenet-classification iccv21 end-to-end-svd differentiable-svd
-
Updated
Oct 20, 2023 - Python
a simple yet versatile recommendation systems library in python
collaborative-filtering matrix-factorization recommender-system factorization-machines movielens wide-and-deep funksvd svd-factorization
-
Updated
Jun 15, 2023 - Python
Singular Value Decomposition (SVD) is a fundamental linear algebra technique that factorizes any into the product of three matrices: are orthogonal matrices containing left and right singular vectors, while sigma is a diagonal matrix of non-negative singular values. It is essential for data reduction, noise removal, and matrix approximation.Solver
data-science machine-learning optimization linear-algebra solver matrix-factorization dimensionality-reduction svd singular-value-decomposition numerical-linear-algebra svd-factorization svd-matrix-factorisation svd-recommendation-algorithm svd-image-compression senatorov svd-solver pca-from-svd python-svd solver-svd
-
Updated
Mar 1, 2026 - Python
linear algebra package. like gonum/mat, but small. lets say gonum-lite
-
Updated
Jul 8, 2023 - Go
Projet d'étude système de recommendation en utilisant filtrage collaboratif
machine-learning machine-learning-algorithms neo4j-database recommendation-engine svd-factorization svd-matrix-factorisation svd-recommendation-algorithm system-recommender filtrage-collaboratif
-
Updated
Mar 8, 2024 - Python
Book Recommendation System Web App
flask website machine-learning python3 webapp flask-application sparse-matrix distance-calculation knn-classification pearson-correlation svd-factorization
-
Updated
Oct 11, 2022 - SCSS
Singular Value computation using Golub-Kahan method
-
Updated
Apr 11, 2020 - MATLAB
Comparing different recommendation systems algorithms like SVD, SVDpp (Matrix Factorization), KNN Baseline, KNN Basic, KNN Means, KNN ZScore), Baseline, Co Clustering
collaborative-filtering matrix-factorization recommendation-system recommendation-engine recommender-system recommendation svd surprise-python surprise svd-factorization recomendation-algorithm
-
Updated
May 12, 2020 - Jupyter Notebook
Facial Recognition on 'Labelled Faces in the Wild Dataset' using the concept of Eigenfaces. I have used Singular Value Decomposition to obtain the eigenfaces used.
computer-vision linear-algebra decomposition facial-recognition classification face-recognition svd eigenfaces svd-factorization labelled-faces
-
Updated
Aug 27, 2019 - Jupyter Notebook
This project demonstrates the application of Singular Value Decomposition (SVD) for image compression using Python and NumPy.
python machine-learning statistics numpy machine-learning-algorithms statistical-learning ml pca machinelearning svd acp singular-value-decomposition svd-factorization svd-matrix-factorisation svd-recommendation-algorithm svd-image-compression
-
Updated
May 28, 2023 - Jupyter Notebook
A movie recommender served with a Flask-restful app
-
Updated
Jul 15, 2019 - Python
Design and implementation from scratch of different models for a musical recommendation system
python music machine-learning machine-learning-algorithms music-recommendation python3 collaborative-filtering recommendation-system recommender-system python-3 million-song-dataset content-based-recommendation svd-factorization content-based-filtering lastfm-dataset music-recommendation-system
-
Updated
May 3, 2023 - Jupyter Notebook
Matrix Calculator which perform SVD-factorization, QR-decomposition and LU-decomposition.
-
Updated
Aug 12, 2022 - Jupyter Notebook
Implementation of Collective Matrix Completion by Mokhtar Z. Alaya and Olga Klopp https://arxiv.org/abs/1807.09010
-
Updated
Sep 25, 2019 - Jupyter Notebook
Sparse Truncated SVD Benchmark (Python)
-
Updated
Nov 16, 2019 - Jupyter Notebook
Using hybrid recommender system with apriori algorithm, content-based and collaborative filtering method for predicting users interactions and then recommend them for users.
collaborative-filtering recommender-system apriori-algorithm content-based-recommendation hybrid-recommender-system svd-factorization
-
Updated
Jan 3, 2024 - Jupyter Notebook
Pipeline for point cloud to 3D object creation.
-
Updated
Jul 1, 2019 - Python
A movie recommender system based on MovieLens (20M) dataset and FunkSVD algorithm
-
Updated
Jul 26, 2019 - Jupyter Notebook
Official reproducible material for Multi-frequency wavefield solutions for variable velocity models using meta-learning enhanced low-rank physics-informed neural network
-
Updated
Nov 12, 2025 - Python
Improve this page
Add a description, image, and links to the svd-factorization topic page so that developers can more easily learn about it.
Add this topic to your repo
To associate your repository with the svd-factorization topic, visit your repo's landing page and select "manage topics."