#!/usr/bin/env python
# coding: utf-8

# # Using Julia from python
# 
# This notebook provides a quick demonstration, how to use Julia's `eigen` function from python.
# 
# First you need to install the Julia package from python. For this, for example, do the following:
# ```bash
# pip install julia
# ```
# Now you can run the subsequent code:

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import numpy as np

# Launch Julia:
from julia.api import Julia
Julia(compiled_modules=False)

# Import LinearAlgebra
from julia import LinearAlgebra


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a = np.random.rand(10, 10)
a = a + np.transpose(a) + np.eye(10)


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res = LinearAlgebra.eigen(a)


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res.values


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res.vectors