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Lecture Notes for Linear Algebra Featuring Python. This series of lecture notes will walk you through all the must-know concepts that set the foundation of data science or advanced quantitative skillsets. Suitable for statistician/econometrician, quantitative analysts, data scientists and etc. to quickly refresh the linear algebra with the assistance of Python computation and visualization.
Finding the finest simultaneous block diagonalization of multiple matrices by sequentially exploring invariant subspaces under matrix multiplications. Applications include the efficient analysis of arbitrary synchronization patterns in complex networks.
complexarith is an attempt to model the complex field arithmetic in Java to be used in mathematical developments.
This gives steady state Network Flow from the given Pref-Defined Network Flow of a System. And a Python implementation of Larry Page's famous PageRank algorithm.
Simple code to obtain the dispersion curve and z component of spin-spin correlation for a 1D Tight Binding model.
Fortran 77/90/95 programs that deal with Physical Chemistry problems
Example code to try to run armadillo diagonalization in parallel