├── Algorithms Slides.pptx ├── README.md ├── Al-Jabr.ipynb ├── Artificial Versifying.ipynb ├── Interest Epitomized.ipynb └── Interest Epitomized Complete.ipynb /Algorithms Slides.pptx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jeffbinder/historical-algorithms/master/Algorithms Slides.pptx -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | Implementing Historical Algorithms 2 | ========= 3 | 4 | Materials for the [Implementing Historical Algorithms](https://events.columbia.edu/cal/event/showEventMore.rdo) event at Columbia University. 5 | -------------------------------------------------------------------------------- /Al-Jabr.ipynb: -------------------------------------------------------------------------------- 1 | { 2 | "cells": [ 3 | { 4 | "cell_type": "code", 5 | "execution_count": 1, 6 | "metadata": {}, 7 | "outputs": [], 8 | "source": [ 9 | "from math import *" 10 | ] 11 | }, 12 | { 13 | "attachments": {}, 14 | "cell_type": "markdown", 15 | "metadata": {}, 16 | "source": [ 17 | "When ø is equal to ϑ and ʒ, ø and ϑ must be divided by ʒ, ϑ halved, the half drawn into itself, the product added to the number. The radix of the aggregated whole minus half ϑ reveals what is sought." 18 | ] 19 | }, 20 | { 21 | "cell_type": "code", 22 | "execution_count": 15, 23 | "metadata": {}, 24 | "outputs": [], 25 | "source": [ 26 | "def check(ø, theta, ezh, res):\n", 27 | " print('{0}x**2 + {1}x = {2}'.format(ezh, theta, ø))\n", 28 | " print('{0}({2})**2 + {1}({2}) = {3}'.format(ezh, theta, res, ezh * res**2 + theta*res))" 29 | ] 30 | }, 31 | { 32 | "cell_type": "code", 33 | "execution_count": 26, 34 | "metadata": {}, 35 | "outputs": [], 36 | "source": [ 37 | "def find_res(ø, theta, ezh):\n", 38 | " ø /= ezh\n", 39 | " theta /= ezh\n", 40 | " half_theta = theta / 2\n", 41 | " product = half_theta ** 2\n", 42 | " aggregated_whole = product + ø\n", 43 | " radix = sqrt(aggregated_whole)\n", 44 | " return radix - half_theta" 45 | ] 46 | }, 47 | { 48 | "cell_type": "code", 49 | "execution_count": 21, 50 | "metadata": {}, 51 | "outputs": [], 52 | "source": [ 53 | "def find_res(ø, theta, ezh):\n", 54 | " return sqrt((theta/(2*ezh))**2 + ø/ezh) - theta/(2*ezh)" 55 | ] 56 | }, 57 | { 58 | "cell_type": "code", 59 | "execution_count": 27, 60 | "metadata": {}, 61 | "outputs": [ 62 | { 63 | "name": "stdout", 64 | "output_type": "stream", 65 | "text": [ 66 | "3x**2 + 2.1x = 1\n", 67 | "3(0.3251543033509698)**2 + 2.1(0.3251543033509698) = 1.0\n" 68 | ] 69 | } 70 | ], 71 | "source": [ 72 | "res = find_res(1, 2.1, 3)\n", 73 | "check(1, 2.1, 3, res)" 74 | ] 75 | } 76 | ], 77 | "metadata": { 78 | "kernelspec": { 79 | "display_name": "Python 3", 80 | "language": "python", 81 | "name": "python3" 82 | }, 83 | "language_info": { 84 | "codemirror_mode": { 85 | "name": "ipython", 86 | "version": 3 87 | }, 88 | "file_extension": ".py", 89 | "mimetype": "text/x-python", 90 | "name": "python", 91 | "nbconvert_exporter": "python", 92 | "pygments_lexer": "ipython3", 93 | "version": "3.6.4" 94 | } 95 | }, 96 | "nbformat": 4, 97 | "nbformat_minor": 2 98 | } 99 | -------------------------------------------------------------------------------- /Artificial Versifying.ipynb: -------------------------------------------------------------------------------- 1 | { 2 | "cells": [ 3 | { 4 | "cell_type": "code", 5 | "execution_count": 3, 6 | "metadata": {}, 7 | "outputs": [], 8 | "source": [ 9 | "hexameter_tables_orig = {1 : \"isatthtppmosuroueeprprirrsridebsrpsfairitiiii dadidamdba aaa aab b b \",\n", 10 | " 2 : \"dffbivvddiaaeuoeoacctlrtrnmttalaabanaa a a a b bi b \",\n", 11 | " 3 : \"mtivmvrasiiniaielchbqrldoiiiiuoierio a ss s brmb b rb \",\n", 12 | " 4 : \"ppmppccpcrrooraoroæonrounondcstmscdfiutaiaeuicrrbtbdcruaautuuumnnbnunnnattutntttn n t tbbtr brb bb \",\n", 13 | " 5 : \"sspfctdipioiœreouodmgdimgrcennempmguriorioailaaranrtaa a aaa br b \",\n", 14 | " 6 : \"mqctpspssuuealoreælærnalamptdttnavpeaaaue ae m m b rrb b dbr \"}\n", 15 | "\n", 16 | "hexameter_tables_revised = {1 : \"tiphambleugeosaaufrnsrprrrfbesretbieiaiiriadrd mdaaraaaeaa a e ee \",\n", 17 | "\t\t 2 : \"fsdbvscstaiaeiiacetgmlnssolannlcttra aaairrt e aaaaeeeee \",\n", 18 | "\t\t 3 : \"sfptdpppfeoauoauaeqrtimttlruiisieoauis t mn sst t tsttssttt \",\n", 19 | "\t\t 4 : \"pppppmcpprrroroarræooronuæomrmtdssnmoiieutaaunttncrbrlsatduaurgtnuunbnaartnntntnna tt n ttnt sts tssts sts \",\n", 20 | "\t\t 5 : \"tppvlfacseoreuægrimcærmdmidpulbieimeolienrnerraaraaanaa a a ee eee \",\n", 21 | "\t\t 6 : \"dsqapmdnsuæueruiiærpæealrgvaedrvtara abaa a eema e eee \"};\n", 22 | "\n", 23 | "pentameter_tables = {1 : \"tapisittneremomruotdrprpirxrufrdispiiaioiatiac dbd ia aeaaaea e e e \",\n", 24 | "\t\t 2 : \"ppcppccsprroreooiræænærnngosscdfsgnctcliiuliuaruccmofrbiduimmiaubunuaecnnuntnnrattnt ttan t s ntss ssstt ststtss \",\n", 25 | "\t\t 3 : \"iavvdflaaucieiaarsrtnrecbmtaaabttrar aaaa aeee e \",\n", 26 | "\t\t 4 : \"dppncsmsmoureruoialdofuplnloetaeeeiisnennrssgadrdtbttn avaaaarae a a ee eeee \",\n", 27 | "\t\t 5 : \"natvsmmvmoliiceaiivibrirldhaiiioaiei s s ss e e ee \"}" 28 | ] 29 | }, 30 | { 31 | "cell_type": "code", 32 | "execution_count": 2, 33 | "metadata": {}, 34 | "outputs": [], 35 | "source": [ 36 | "def versify(digits, tables):\n", 37 | " word_list = []\n", 38 | " for i, digit in enumerate(digits):\n", 39 | " table = tables[i+1]\n", 40 | " word = \"\"\n", 41 | " for j in range(int(digit) - 1, len(table), 9):\n", 42 | " letter = table[j]\n", 43 | " if letter == \" \":\n", 44 | " break\n", 45 | " \t word += letter;\n", 46 | " word_list.append(word)\n", 47 | " return ' '.join(word_list)" 48 | ] 49 | }, 50 | { 51 | "cell_type": "code", 52 | "execution_count": 4, 53 | "metadata": {}, 54 | "outputs": [ 55 | { 56 | "name": "stdout", 57 | "output_type": "stream", 58 | "text": [ 59 | "impia facta inquam portabunt crimina sola\n" 60 | ] 61 | } 62 | ], 63 | "source": [ 64 | "print(versify('123456', hexameter_tables_orig))" 65 | ] 66 | } 67 | ], 68 | "metadata": { 69 | "kernelspec": { 70 | "display_name": "Python 3", 71 | "language": "python", 72 | "name": "python3" 73 | }, 74 | "language_info": { 75 | "codemirror_mode": { 76 | "name": "ipython", 77 | "version": 3 78 | }, 79 | "file_extension": ".py", 80 | "mimetype": "text/x-python", 81 | "name": "python", 82 | "nbconvert_exporter": "python", 83 | "pygments_lexer": "ipython3", 84 | "version": "3.6.4" 85 | } 86 | }, 87 | "nbformat": 4, 88 | "nbformat_minor": 2 89 | } 90 | -------------------------------------------------------------------------------- /Interest Epitomized.ipynb: -------------------------------------------------------------------------------- 1 | { 2 | "cells": [ 3 | { 4 | "cell_type": "code", 5 | "execution_count": null, 6 | "metadata": {}, 7 | "outputs": [], 8 | "source": [ 9 | "from math import *" 10 | ] 11 | }, 12 | { 13 | "attachments": { 14 | "Dary%20Procedure.png": { 15 | "image/png": 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" 16 | } 17 | }, 18 | "cell_type": "markdown", 19 | "metadata": {}, 20 | "source": [ 21 | "![Dary%20Procedure.png](attachment:Dary%20Procedure.png)" 22 | ] 23 | }, 24 | { 25 | "cell_type": "code", 26 | "execution_count": null, 27 | "metadata": {}, 28 | "outputs": [], 29 | "source": [ 30 | "def a_1(u, r, t):\n", 31 | " " 32 | ] 33 | } 34 | ], 35 | "metadata": { 36 | "kernelspec": { 37 | "display_name": "Python 3", 38 | "language": "python", 39 | "name": "python3" 40 | }, 41 | "language_info": { 42 | "codemirror_mode": { 43 | "name": "ipython", 44 | "version": 3 45 | }, 46 | "file_extension": ".py", 47 | "mimetype": "text/x-python", 48 | "name": "python", 49 | "nbconvert_exporter": "python", 50 | "pygments_lexer": "ipython3", 51 | "version": "3.6.4" 52 | } 53 | }, 54 | "nbformat": 4, 55 | "nbformat_minor": 2 56 | } 57 | -------------------------------------------------------------------------------- /Interest Epitomized Complete.ipynb: -------------------------------------------------------------------------------- 1 | { 2 | "cells": [ 3 | { 4 | "cell_type": "code", 5 | "execution_count": 2, 6 | "metadata": {}, 7 | "outputs": [], 8 | "source": [ 9 | "from math import *" 10 | ] 11 | }, 12 | { 13 | "attachments": { 14 | "Dary%20Procedure.png": { 15 | "image/png": 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" 16 | } 17 | }, 18 | "cell_type": "markdown", 19 | "metadata": {}, 20 | "source": [ 21 | "![Dary%20Procedure.png](attachment:Dary%20Procedure.png)" 22 | ] 23 | }, 24 | { 25 | "cell_type": "code", 26 | "execution_count": 3, 27 | "metadata": {}, 28 | "outputs": [], 29 | "source": [ 30 | "def a_1(u, r, t):\n", 31 | " return u / r**t" 32 | ] 33 | }, 34 | { 35 | "cell_type": "code", 36 | "execution_count": 6, 37 | "metadata": {}, 38 | "outputs": [ 39 | { 40 | "data": { 41 | "text/plain": [ 42 | "215.99973060062143" 43 | ] 44 | }, 45 | "execution_count": 6, 46 | "metadata": {}, 47 | "output_type": "execute_result" 48 | } 49 | ], 50 | "source": [ 51 | "a_1(364.927, 1.06, 9)" 52 | ] 53 | }, 54 | { 55 | "cell_type": "code", 56 | "execution_count": 38, 57 | "metadata": {}, 58 | "outputs": [], 59 | "source": [ 60 | "def a_2(u, r, t):\n", 61 | " log_r = log10(r)\n", 62 | " print(\"r = {0} \\t\\t its Logarithm {1}\".format(r, log_r))\n", 63 | " print(\"t = \\t\\t\\t {0}\".format(t))\n", 64 | " print(\"\\t\\t\\t ------\")\n", 65 | " log_rt = log_r * t\n", 66 | " print(\"r(t) = a Number \\t its Logarithm {0}\".format(log_rt))\n", 67 | " log_u = log10(u)\n", 68 | " print(\"u = {0} \\t\\t its Logarithm {1}\".format(u, log_u))\n", 69 | " print(\"\\t\\t\\t ------\")\n", 70 | " log_a = log_u - log_rt\n", 71 | " a = 10 ** log_a\n", 72 | " print(\"a = {0} \\t its Logarithm {1}\".format(a, log_a))\n", 73 | " return a" 74 | ] 75 | }, 76 | { 77 | "cell_type": "code", 78 | "execution_count": 39, 79 | "metadata": {}, 80 | "outputs": [ 81 | { 82 | "name": "stdout", 83 | "output_type": "stream", 84 | "text": [ 85 | "r = 1.06 \t\t its Logarithm 0.02530586526477026\n", 86 | "t = \t\t\t 9\n", 87 | "\t\t\t ------\n", 88 | "r(t) = a Number \t its Logarithm 0.22775278738293236\n", 89 | "u = 364.927 \t\t its Logarithm 2.562205996873046\n", 90 | "\t\t\t ------\n", 91 | "a = 215.99973060062135 \t its Logarithm 2.3344532094901136\n" 92 | ] 93 | }, 94 | { 95 | "data": { 96 | "text/plain": [ 97 | "215.99973060062135" 98 | ] 99 | }, 100 | "execution_count": 39, 101 | "metadata": {}, 102 | "output_type": "execute_result" 103 | } 104 | ], 105 | "source": [ 106 | "a_2(364.927, 1.06, 9)" 107 | ] 108 | } 109 | ], 110 | "metadata": { 111 | "kernelspec": { 112 | "display_name": "Python 3", 113 | "language": "python", 114 | "name": "python3" 115 | }, 116 | "language_info": { 117 | "codemirror_mode": { 118 | "name": "ipython", 119 | "version": 3 120 | }, 121 | "file_extension": ".py", 122 | "mimetype": "text/x-python", 123 | "name": "python", 124 | "nbconvert_exporter": "python", 125 | "pygments_lexer": "ipython3", 126 | "version": "3.6.4" 127 | } 128 | }, 129 | "nbformat": 4, 130 | "nbformat_minor": 2 131 | } 132 | --------------------------------------------------------------------------------