singular-value-decomposition topic

List singular-value-decomposition repositories

GraRep

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A SciPy implementation of "GraRep: Learning Graph Representations with Global Structural Information" (WWW 2015).

notebooks-3M1

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Jupyter notebooks (Python) for the course 3M1 at the Department of Engineering, University of Cambridge

Recommender-Systems

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Implementing Content based and Collaborative filtering(with KNN, Matrix Factorization and Neural Networks) in Python

PCAworkshop

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An introduction to matrix factorization and PCA and SVD.

Yelp-Recommendation-System

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Recommend Restaurants to User based on the ratings given by them to the restaurants

autodiff

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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

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Various Small Projects on Various Subjects

imgsvd

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Shiny App for Image Compression via SVD

gesvd

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Pytorch extension for Singular Value Decompostion (SVD) with LAPACK gesvd backend