singular-value-decomposition topic
GraRep
A SciPy implementation of "GraRep: Learning Graph Representations with Global Structural Information" (WWW 2015).
notebooks-3M1
Jupyter notebooks (Python) for the course 3M1 at the Department of Engineering, University of Cambridge
Recommender-Systems
Implementing Content based and Collaborative filtering(with KNN, Matrix Factorization and Neural Networks) in Python
PCAworkshop
An introduction to matrix factorization and PCA and SVD.
Yelp-Recommendation-System
Recommend Restaurants to User based on the ratings given by them to the restaurants
autodiff
Autodiff is a numerical library for the Go programming language that supports automatic differentiation. It implements routines for linear algebra (vector/matrix operations), numerical optimization an...
Projects
Various Small Projects on Various Subjects
Recommendation.jl
Building recommender systems in Julia
imgsvd
Shiny App for Image Compression via SVD
gesvd
Pytorch extension for Singular Value Decompostion (SVD) with LAPACK gesvd backend