{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "(veiled-resentment)=\n", "# Veiled Resentment\n", "\n", "\n", "```{raw} html\n", "\n", "\n", "
\n", " \"Eco-Green\n", "

Uddin: a Kindred Spirit. Our gh-pages based ecosystem integration & navigation (EIN) framework is a competitive solution to a diagnosis we reached independently of Uddin. Source: Draft Complaint

\n", "
\n", "```\n", "\n", "\n", "\n", "\n" ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "tags": [ "hide-input" ] }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "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 neural network layers\n", "def define_layers():\n", " return {\n", " 'Suis': ['The Great York, 5%', 'Peptidoglycans, Lipoteichoics', 'Lipopolysaccharide', 'N-Formylmethionine', \"Glucans, Chitin\", 'Specific Antigens'],\n", " 'Voir': ['Empire Unpossesed, 20%'], \n", " 'Choisis': ['Yorks Heirs Alive, 50%', 'King of England'], \n", " 'Deviens': ['Sword Unswayed', 'Chair Empty', 'King Dead, 20%'], \n", " \"M'èléve\": ['Why Then at Sea?', 'Platelet System', 'Granulocyte System', 'Innate Lymphoid Cells, 5%', 'Adaptive Lymphoid Cells'] \n", " }\n", "\n", "# Assign colors to nodes\n", "def assign_colors():\n", " color_map = {\n", " 'yellow': ['Empire Unpossesed, 20%'], \n", " 'paleturquoise': ['Specific Antigens', 'King of England', 'King Dead, 20%', 'Adaptive Lymphoid Cells'], \n", " 'lightgreen': [\"Glucans, Chitin\", 'Chair Empty', 'Platelet System', 'Innate Lymphoid Cells, 5%', 'Granulocyte System'], \n", " 'lightsalmon': ['Lipopolysaccharide', 'N-Formylmethionine', 'Yorks Heirs Alive, 50%', 'Sword Unswayed', 'Why Then at Sea?'],\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", " ('The Great York, 5%', 'Empire Unpossesed, 20%'): '1/99',\n", " ('Peptidoglycans, Lipoteichoics', 'Empire Unpossesed, 20%'): '5/95',\n", " ('Lipopolysaccharide', 'Empire Unpossesed, 20%'): '20/80',\n", " ('N-Formylmethionine', 'Empire Unpossesed, 20%'): '51/49',\n", " (\"Glucans, Chitin\", 'Empire Unpossesed, 20%'): '80/20',\n", " ('Specific Antigens', 'Empire Unpossesed, 20%'): '95/5',\n", " ('Empire Unpossesed, 20%', 'Yorks Heirs Alive, 50%'): '20/80',\n", " ('Empire Unpossesed, 20%', 'King of England'): '80/20',\n", " ('Yorks Heirs Alive, 50%', 'Sword Unswayed'): '49/51',\n", " ('Yorks Heirs Alive, 50%', 'Chair Empty'): '80/20',\n", " ('Yorks Heirs Alive, 50%', 'King Dead, 20%'): '95/5',\n", " ('King of England', 'Sword Unswayed'): '5/95',\n", " ('King of England', 'Chair Empty'): '20/80',\n", " ('King of England', 'King Dead, 20%'): '51/49',\n", " ('Sword Unswayed', 'Why Then at Sea?'): '80/20',\n", " ('Sword Unswayed', 'Platelet System'): '85/15',\n", " ('Sword Unswayed', 'Granulocyte System'): '90/10',\n", " ('Sword Unswayed', 'Innate Lymphoid Cells, 5%'): '95/5',\n", " ('Sword Unswayed', 'Adaptive Lymphoid Cells'): '99/1',\n", " ('Chair Empty', 'Why Then at Sea?'): '1/9',\n", " ('Chair Empty', 'Platelet System'): '1/8',\n", " ('Chair Empty', 'Granulocyte System'): '1/7',\n", " ('Chair Empty', 'Innate Lymphoid Cells, 5%'): '1/6',\n", " ('Chair Empty', 'Adaptive Lymphoid Cells'): '1/5',\n", " ('King Dead, 20%', 'Why Then at Sea?'): '1/99',\n", " ('King Dead, 20%', 'Platelet System'): '5/95',\n", " ('King Dead, 20%', 'Granulocyte System'): '10/90',\n", " ('King Dead, 20%', 'Innate Lymphoid Cells, 5%'): '15/85',\n", " ('King Dead, 20%', 'Adaptive Lymphoid Cells'): '20/80'\n", " }\n", "\n", "# Define edges to be highlighted in black\n", "def define_black_edges():\n", " return {\n", " ('King Dead, 20%', 'Why Then at Sea?'): '1/99',\n", " ('King Dead, 20%', 'Platelet System'): '5/95',\n", " ('King Dead, 20%', 'Granulocyte System'): '10/90',\n", " ('King Dead, 20%', 'Innate Lymphoid Cells, 5%'): '15/85',\n", " ('King Dead, 20%', 'Adaptive Lymphoid Cells'): '20/80'\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™: Richard III\", fontsize=18)\n", " plt.show()\n", "\n", "# Run the visualization\n", "visualize_nn()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "```{figure} ../../figures/blanche.*\n", "---\n", "width: 1\n", "height: 1\n", "---\n", "Is the chair empty? Is the sword unswayed? Is the King dead? The empire unpossessed? What heir of York is there alive but we? And who is England’s King but great York’s heir? Then tell me, what makes he upon the seas? # Our Bequest: An Epiloue: In the dying light of distant stars, we leave our mark—a brief flicker in cosmic time. Our story is written in layers: In cosmology: We are stardust awakened, conscious matter that gazed back at its origins, mapping the very forces that birthed us, reaching toward comprehension of a universe destined for cold expansion. In geology: We etched our presence into stone, leaving behind the Anthropocene—a thin stratum of plastic, concrete, and radiation that will outlast our memory by millions of years. In biology: We carried forward the unbroken chain of life, reshaping genomes while ourselves remaining vessels of the ancient code that stretches back to the first cell. In ecology: We wove ourselves into and then partially unwove the intricate tapestry of Earth's living systems, becoming both keystone and burden to countless species with whom we shared this planetary moment. In symbiotology: We discovered our true nature as colonies of cooperation—from the mitochondria within our cells to the microbial gardens we cultivate and are cultivated by—revealing that boundaries between self and other were never as firm as we imagined. In teleology: We sought purpose in a universe that offered none, creating meaning through consciousness, art, love, and wonder—transforming blind causality into narrative, accident into significance. Our legacy is this paradox: supremely powerful yet fundamentally fragile, capable of both destruction and creation, ultimately transient yet eternally connected to what came before and what follows after.\n", "```\n", "\n", "\n", "\n", "\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#" ] } ], "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 }