Created
September 17, 2019 23:48
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Playing with concept introduced in this notebook: https://observablehq.com/@mourner/collatz-conjecture-3x-1
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| { | |
| "cells": [ | |
| { | |
| "cell_type": "code", | |
| "execution_count": 1, | |
| "metadata": {}, | |
| "outputs": [], | |
| "source": [ | |
| "def print_collatz(x: int):\n", | |
| " vs = []\n", | |
| " while not x == 1:\n", | |
| " if x%2 == 0:\n", | |
| " x = x/2\n", | |
| " else:\n", | |
| " x = (3*x) + 1\n", | |
| " vs.append(int(x))\n", | |
| "\n", | |
| " print(', '.join(map(str, vs)))" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 2, | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "name": "stdout", | |
| "output_type": "stream", | |
| "text": [ | |
| "100, 50, 25, 76, 38, 19, 58, 29, 88, 44, 22, 11, 34, 17, 52, 26, 13, 40, 20, 10, 5, 16, 8, 4, 2, 1\n" | |
| ] | |
| } | |
| ], | |
| "source": [ | |
| "print_collatz(x=33)" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 3, | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "image/png": 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\n", | |
| "text/plain": [ | |
| "<Figure size 1296x864 with 1 Axes>" | |
| ] | |
| }, | |
| "metadata": { | |
| "needs_background": "light" | |
| }, | |
| "output_type": "display_data" | |
| } | |
| ], | |
| "source": [ | |
| "%matplotlib inline\n", | |
| "import pandas as pd\n", | |
| "\n", | |
| "top_x = 500\n", | |
| "\n", | |
| "for x in range(2, top_x):\n", | |
| " ax = None\n", | |
| " vs = []\n", | |
| " while not x == 1:\n", | |
| " if x%2 == 0:\n", | |
| " x = x/2\n", | |
| " else:\n", | |
| " x = (3*x) + 1\n", | |
| " vs.append(int(x))\n", | |
| "\n", | |
| " # Register as bigints in underlying np array\n", | |
| " ps = pd.Series(vs)\n", | |
| " ps = ps / 1\n", | |
| " \n", | |
| " # Render as line graph plot\n", | |
| " ax = ps.plot(ax=ax, lw=0.25, alpha=0.5, figsize=(18,12))" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": null, | |
| "metadata": {}, | |
| "outputs": [], | |
| "source": [] | |
| } | |
| ], | |
| "metadata": { | |
| "kernelspec": { | |
| "display_name": "Python 3", | |
| "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": "3.7.3" | |
| } | |
| }, | |
| "nbformat": 4, | |
| "nbformat_minor": 2 | |
| } |
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