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Titlebook: Linear Algebra with Python; Theory and Applicati Makoto Tsukada,Yuji Kobayashi,Masato Noguchi Textbook 2023 The Editor(s) (if applicable) a

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Eigenvalues and Eigenvectors,lem is based on the ., which states that any polynomial with complex coefficients has a complex root. We will give a short proof of it. Though the proof needs some advanced knowledge of analysis, the reader will be able to grasp it with a little effort.
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Jordan Normal Form and Spectrum,ying linear space. In the first half of this chapter, we study the Jordan normal form and the Jordan decomposition which generalize the above fact for arbitrary matrices not necessarily diagonalizable. We explain how to compute them in Python for large matrices which may be hard and cumbersome using
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Makoto Tsukada,Yuji Kobayashi,Hiroshi Kaneko,Sin-Ei Takahasi,Kiyoshi Shirayanagi,Masato Noguchists in the latter have now regarded expert interviews as a distinct interview form for some years (Flick and others, 2003, Bogner and others, 2005, Gläser and Laudel, 2004, Mieg and Näf, 2006). With few exceptions, for example (Brandl and Klinger, 2006), the notion of the elite interview is rarely,
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Makoto Tsukada,Yuji Kobayashi,Hiroshi Kaneko,Sin-Ei Takahasi,Kiyoshi Shirayanagi,Masato Noguchists in the latter have now regarded expert interviews as a distinct interview form for some years (Flick and others, 2003, Bogner and others, 2005, Gläser and Laudel, 2004, Mieg and Näf, 2006). With few exceptions, for example (Brandl and Klinger, 2006), the notion of the elite interview is rarely,
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Makoto Tsukada,Yuji Kobayashi,Hiroshi Kaneko,Sin-Ei Takahasi,Kiyoshi Shirayanagi,Masato Noguchithe specifics of the actual area of research. In this way, the underlying methodology regulates the entire research process and assumes a reporting function that covers everything from the definition of relevant research issues and the characteristics of any material collected or produced through to
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Douglas G. MitchellThe CE framework is shown to naturally express qualitative and quantitative measures of the quality of approximation. Additionally, the CE framework allows a question to be posed at a number of different conceptual scopes from local to global interests.
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