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* Apply prettier to css, js, html, md, ts, and yml As a followup I will add prettier to the .pre-commit config. This patch is 100% generated by prettier. I used a forked version of prettier that understands the py-script tag. See https://github.com/hoodmane/pyscript-prettier-precommit for more info. * Apply old pre-commit * Revert some problems * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Revert some changes * More changes * Fix pre-commit * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
66 lines
1.8 KiB
HTML
66 lines
1.8 KiB
HTML
<html>
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<head>
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<link rel="icon" type="image/x-icon" href="./favicon.png" />
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<link rel="stylesheet" href="https://pyscript.net/latest/pyscript.css" />
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<script defer src="https://pyscript.net/latest/pyscript.js"></script>
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<link rel="stylesheet" href="./assets/css/examples.css" />
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</head>
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<body>
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<py-tutor>
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<py-config>
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packages = [
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"numpy",
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"networkx",
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"matplotlib"
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]
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plugins = [
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"../build/plugins/python/py_tutor.py"
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]
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</py-config>
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<py-script>
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import numpy as np
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import networkx as nx
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</py-script>
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<p>Message passing with linear algebra: a demo.</p>
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<p>Imagine we have a chain graph that looks like this:</p>
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<pre><code>O --> 1 --> 2 --> 3</code></pre>
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<p>In NetworkX this graph would look like the following:</p>
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<pre>
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<py-script>
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G = nx.Graph()
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nodes = list(range(4))
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G.add_edges_from(zip(nodes[0:-1], nodes[1:]))
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print(G.edges())
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</py-script>
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</pre>
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<p>This chain graph has the following adjacency matrix:</p>
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<pre>
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<py-script>
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adj_mat = np.eye(4, k=1)
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print(f"A: {adj_mat}")
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</py-script>
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</pre>
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<p>And imagine that we have a message that lives on the graph:</p>
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<pre>
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<py-script>
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message = np.array([1.0, 0.0, 0.0, 0.0])
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print(f"message: {message}")
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</py-script>
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</pre>
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<p>
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Try out message passing below by doing any one of the following steps:
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</p>
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<pre><code>message @ adj_mat</code></pre>
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<pre><code>message @ adj_mat @ adj_mat</code></pre>
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<pre><code>message @ adj_mat @ adj_mat @ adj_mat</code></pre>
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<div>
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<py-repl id="my-repl" auto-generate="true"> </py-repl>
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</div>
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</py-tutor>
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</body>
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</html>
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