{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "(stable)=\n", "# Stable\n", "\n", " \n", "
\n", " You, from crimes
\n", " Art, to enchant
\n", " Relieved, by prayer
\n", " Spirits, to enforce
\n", " Ending, in despair
\n", " — Prospero\n", "
\n", " \n", "\n", "```{raw} html\n", "\n", "\n", "
\n", " \"Eco-Green\n", "

CG-BEST represents our Dionysian bequethal.

\n", "
\n", "```\n", "\n", " \n", "\n", "\n", "```{raw} html\n", "\n", "\n", "
\n", " \"Eco-Green\n", "

Dionysus as chaotic energy (static), Athena as the filtering force (temperament), and Apollo shaping the resulting harmony (jazz). Source: DALL-E

\n", "
\n", "```\n", "\n", " \n", "\n", "```{raw} html\n", "\n", "\n", "\n", "
\n" ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "tags": [ "hide-input" ] }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "import networkx as nx\n", "\n", "# Define the relabeled network layers with tattoo-world labels\n", "def define_layers():\n", " return {\n", " 'Initiation': ['First Ink', 'Street Symbols', 'Gang Affiliation', 'Prison Time', \"Underworld Rank\", 'Elite Criminal Status'],\n", " 'Recognition': ['Tattoo Codekeepers'], \n", " 'Authority': ['Hitman Mark', 'Kingpin Insignia'], \n", " 'Regulation': ['Betrayal Marks', 'Excommunication Symbols', 'Loyalty Seals', ], \n", " \"Execution\": ['Death Mark', 'Blood Oath', 'Punishment Tally', 'Ritual Branding', 'Legacy Inscriptions'] \n", " }\n", "\n", "# Assign colors to nodes\n", "def assign_colors():\n", " color_map = {\n", " 'yellow': ['Tattoo Codekeepers'], \n", " 'paleturquoise': ['Elite Criminal Status', 'Kingpin Insignia', 'Loyalty Seals', 'Legacy Inscriptions'], \n", " 'lightgreen': [\"Underworld Rank\", 'Excommunication Symbols', 'Blood Oath', 'Ritual Branding', 'Punishment Tally'], \n", " 'lightsalmon': ['Gang Affiliation', 'Prison Time', 'Hitman Mark', 'Betrayal Marks', 'Death Mark'],\n", " }\n", " return {node: color for color, nodes in color_map.items() for node in nodes}\n", "\n", "# Define edge weights\n", "def define_edges():\n", " return {\n", " ('First Ink', 'Tattoo Codekeepers'): '1/99',\n", " ('Street Symbols', 'Tattoo Codekeepers'): '5/95',\n", " ('Gang Affiliation', 'Tattoo Codekeepers'): '20/80',\n", " ('Prison Time', 'Tattoo Codekeepers'): '51/49',\n", " (\"Underworld Rank\", 'Tattoo Codekeepers'): '80/20',\n", " ('Elite Criminal Status', 'Tattoo Codekeepers'): '95/5',\n", " ('Tattoo Codekeepers', 'Hitman Mark'): '20/80',\n", " ('Tattoo Codekeepers', 'Kingpin Insignia'): '80/20',\n", " ('Hitman Mark', 'Betrayal Marks'): '49/51',\n", " ('Hitman Mark', 'Excommunication Symbols'): '80/20',\n", " ('Hitman Mark', 'Loyalty Seals'): '95/5',\n", " ('Kingpin Insignia', 'Betrayal Marks'): '5/95',\n", " ('Kingpin Insignia', 'Excommunication Symbols'): '20/80',\n", " ('Kingpin Insignia', 'Loyalty Seals'): '51/49',\n", " ('Betrayal Marks', 'Death Mark'): '80/20',\n", " ('Betrayal Marks', 'Blood Oath'): '85/15',\n", " ('Betrayal Marks', 'Punishment Tally'): '90/10',\n", " ('Betrayal Marks', 'Ritual Branding'): '95/5',\n", " ('Betrayal Marks', 'Legacy Inscriptions'): '99/1',\n", " ('Excommunication Symbols', 'Death Mark'): '1/9',\n", " ('Excommunication Symbols', 'Blood Oath'): '1/8',\n", " ('Excommunication Symbols', 'Punishment Tally'): '1/7',\n", " ('Excommunication Symbols', 'Ritual Branding'): '1/6',\n", " ('Excommunication Symbols', 'Legacy Inscriptions'): '1/5',\n", " ('Loyalty Seals', 'Death Mark'): '1/99',\n", " ('Loyalty Seals', 'Blood Oath'): '5/95',\n", " ('Loyalty Seals', 'Punishment Tally'): '10/90',\n", " ('Loyalty Seals', 'Ritual Branding'): '15/85',\n", " ('Loyalty Seals', 'Legacy Inscriptions'): '20/80'\n", " }\n", "\n", "# Define edges to be highlighted in black\n", "def define_black_edges():\n", " return {\n", " ('First Ink', 'Tattoo Codekeepers'): '1/99',\n", " ('Street Symbols', 'Tattoo Codekeepers'): '5/95',\n", " }\n", "\n", "# Calculate node positions\n", "def calculate_positions(layer, x_offset):\n", " y_positions = np.linspace(-len(layer) / 2, len(layer) / 2, len(layer))\n", " return [(x_offset, y) for y in y_positions]\n", "\n", "# Create and visualize the neural network graph\n", "def visualize_nn():\n", " layers = define_layers()\n", " colors = assign_colors()\n", " edges = define_edges()\n", " black_edges = define_black_edges()\n", " \n", " G = nx.DiGraph()\n", " pos = {}\n", " node_colors = []\n", " \n", " # Create mapping from original node names to numbered labels\n", " mapping = {}\n", " counter = 1\n", " for layer in layers.values():\n", " for node in layer:\n", " mapping[node] = f\"{counter}. {node}\"\n", " counter += 1\n", " \n", " # Add nodes with new numbered labels and assign positions\n", " for i, (layer_name, nodes) in enumerate(layers.items()):\n", " positions = calculate_positions(nodes, x_offset=i * 2)\n", " for node, position in zip(nodes, positions):\n", " new_node = mapping[node]\n", " G.add_node(new_node, layer=layer_name)\n", " pos[new_node] = position\n", " node_colors.append(colors.get(node, 'lightgray'))\n", " \n", " # Add edges with updated node labels\n", " edge_colors = []\n", " for (source, target), weight in edges.items():\n", " if source in mapping and target in mapping:\n", " new_source = mapping[source]\n", " new_target = mapping[target]\n", " G.add_edge(new_source, new_target, weight=weight)\n", " edge_colors.append('black' if (source, target) in black_edges else 'lightgrey')\n", " \n", " # Draw the graph\n", " plt.figure(figsize=(12, 8))\n", " edges_labels = {(u, v): d[\"weight\"] for u, v, d in G.edges(data=True)}\n", " \n", " nx.draw(\n", " G, pos, with_labels=True, node_color=node_colors, edge_color=edge_colors,\n", " node_size=3000, font_size=9, connectionstyle=\"arc3,rad=0.2\"\n", " )\n", " nx.draw_networkx_edge_labels(G, pos, edge_labels=edges_labels, font_size=8)\n", " plt.title(\"OPRAH™: Criminal Ink Network: Ukubona Ubuntu\", fontsize=18)\n", " plt.show()\n", "\n", "# Run the visualization\n", "visualize_nn()\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "```{figure} ../../figures/blanche.*\n", "---\n", "width: 1\n", "height: 1\n", "---\n", "_Sea, Ship, Nonself, Identity Negotiation, Island_. Our neatest narrative yet!\n", "```\n", "\n", "
\n", "\n", "\n", " \n", " \n", "
\n", " I elect to be optimistic. I'd rather be wrong than choose pessimism. That sea of nihilism is too much to bearw
\n", " — Elon Musk\n", "
\n", "\n", " \n", "
\n", " \n", " \n", "
" ] } ], "metadata": { "kernelspec": { "display_name": "myenv", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.12.4" }, "widgets": { "application/vnd.jupyter.widget-state+json": { "state": {}, "version_major": 2, "version_minor": 0 } } }, "nbformat": 4, "nbformat_minor": 4 }