These notebooks was made for lectures of "Linear algebra" for undergraduate students.
Contents
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PageRank Demonstration of PageRank algorithm, the core of the searching engine(Showing the calculation of teleportation matrix and link transition matrix).
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Affine transformation By using affine transformation, we can perform change the scaling, rotation, and shear. In this notebook, I performed those to a image.
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Triangle Finding By using the property of trace of matrices, we can count the number of triangles in a graph represented in adjacency matrix.
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Dijkstra Function of Dijkstra's algorithm of networkX.