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Numerical Optimization and Large Scale Linear Algebra

This repository contains the individual projects undertaken during the course "Numerical Optimization and Large Scale Linear Algebra" taught by Prof. Paris Vassalos in the context of Msc. in Data Science at Athens University of Economics and Business.

1st Assignment - Image Deblurring

  1. Assignment Description
  2. Jupyter Notebook

2nd Assignment - PageRank Implementation

  1. Assignment Description
  2. Jupyter Notebook

3rd Assignment - Handwritten Digits Classification / SVD

  1. Assignment Description
  2. Jupyter Notebook

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This repository contains projects implemented in python in the context of the course "Numerical optimization and large scale linear algebra" during the Msc. in Data Science at Athens University of Economics and Business.

stratos-gounidellis.github.io/numerical-algebra-projects/

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