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Remove graphviz
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lectures/eigen_II.md

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name: python3
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---
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+++ {"user_expressions": []}
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# Spectral Theory
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```{code-cell} ipython3
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:tags: [hide-output]
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!pip install graphviz quantecon
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```
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```{admonition} graphviz
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:class: warning
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If you are running this lecture locally it requires [graphviz](https://www.graphviz.org)
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to be installed on your computer. Installation instructions for graphviz can be found
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[here](https://www.graphviz.org/download/)
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!pip install quantecon
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```
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In this lecture we will begin with the foundational concepts in spectral theory.
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import numpy as np
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from numpy.linalg import eig
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import scipy as sp
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import graphviz as gv
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import quantecon as qe
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```
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eig(B)
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```
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Now let's verify the claims of the Perron-Frobenius Theorem for the primitive matrix B:
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