/Linear-Algebra

Linear Algebra Course Assignments at IISc, Bangalore

Primary LanguagePython

Linear Algebra coding assignments as a part of E0-226 course @ CSA,IISC Bangalore

Task is to code everything from scratch i.e, no numpy & other libraries

Assignment - 1

 1) Gauss Jordan for echleon forms
 2) Linear System of Equations

Assignment 2

 1) Eigen Values and Eigen Vectors using QR Algorithm
 2) Centrality measures - Degree, Closeness and Eigenvector
 3) Spectral Clustering
 4) Truncated-SVD & renconstruction error plot  (Numpy allowed just for calculating eigen space and matrix multiplication)
 5) t-SNE (just for visualization)