parton-quark / linearalgebra-2018f-2019f

Exercise for Linear Algebra(GIGA) in SFC 2019

Education

These notebooks was made for lectures of "Linear algebra" for undergraduate students.

Contents

• PageRank Demonstration of PageRank algorithm, the core of the searching engine(Showing the calculation of teleportation matrix and link transition matrix).

• Affine transformation By using affine transformation, we can perform change the scaling, rotation, and shear. In this notebook, I performed those to a image.

• Triangle Finding By using the property of trace of matrices, we can count the number of triangles in a graph represented in adjacency matrix.

• Dijkstra Function of Dijkstra's algorithm of networkX.