A Python library for converting images into FPGA-displayable pixel art.

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

a simple yet versatile recommendation systems library in python

Projet d'étude système de recommendation en utilisant filtrage collaboratif

Book Recommendation System Web App

Singular Value computation using Golub-Kahan method

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

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.

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

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

A movie recommender served with a Flask-restful app

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

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

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

Sparse Truncated SVD Benchmark (Python)

Pipeline for point cloud to 3D object creation.

A movie recommender system based on MovieLens (20M) dataset and FunkSVD algorithm

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

Partial Total Least Squares routines from Sabine Van Huffel

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