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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,150 @@ | ||
| { | ||
| "cells": [ | ||
| { | ||
| "cell_type": "code", | ||
| "execution_count": 1, | ||
| "metadata": { | ||
| "collapsed": true | ||
| }, | ||
| "outputs": [], | ||
| "source": [ | ||
| "from skcriteria import ahp\n", | ||
| "from skcriteria.common import norm" | ||
| ] | ||
| }, | ||
| { | ||
| "cell_type": "markdown", | ||
| "metadata": {}, | ||
| "source": [ | ||
| "## Data" | ||
| ] | ||
| }, | ||
| { | ||
| "cell_type": "code", | ||
| "execution_count": 2, | ||
| "metadata": { | ||
| "collapsed": false | ||
| }, | ||
| "outputs": [], | ||
| "source": [ | ||
| "crit_n, alt_n = 3, 3\n", | ||
| "\n", | ||
| "data = [\n", | ||
| " [20000, 1.8, 9],\n", | ||
| " [180000, 1.6, 7],\n", | ||
| " [155000, 1.4, 6]\n", | ||
| "]" | ||
| ] | ||
| }, | ||
| { | ||
| "cell_type": "markdown", | ||
| "metadata": { | ||
| "collapsed": true | ||
| }, | ||
| "source": [ | ||
| "## First step: Criteria pair comparision matrix" | ||
| ] | ||
| }, | ||
| { | ||
| "cell_type": "code", | ||
| "execution_count": 3, | ||
| "metadata": { | ||
| "collapsed": false | ||
| }, | ||
| "outputs": [ | ||
| { | ||
| "name": "stdout", | ||
| "output_type": "stream", | ||
| "text": [ | ||
| "[[ 1. 5. 7. ]\n", | ||
| " [ 0.2 1. 3. ]\n", | ||
| " [ 0.14285714 0.33333333 1. ]]\n" | ||
| ] | ||
| } | ||
| ], | ||
| "source": [ | ||
| "vs_criteria = ahp.t([\n", | ||
| " [1.], \n", | ||
| " [1/5., 1.],\n", | ||
| " [1/7., 1/3., 1.]\n", | ||
| "])\n", | ||
| "\n", | ||
| "print(vs_criteria)" | ||
| ] | ||
| }, | ||
| { | ||
| "cell_type": "code", | ||
| "execution_count": 4, | ||
| "metadata": { | ||
| "collapsed": false | ||
| }, | ||
| "outputs": [ | ||
| { | ||
| "data": { | ||
| "text/plain": [ | ||
| "(0.055731850580674758, 0.10717261031851821)" | ||
| ] | ||
| }, | ||
| "execution_count": 4, | ||
| "metadata": {}, | ||
| "output_type": "execute_result" | ||
| } | ||
| ], | ||
| "source": [ | ||
| "ahp.saaty_cr(3, vs_criteria)" | ||
| ] | ||
| }, | ||
| { | ||
| "cell_type": "code", | ||
| "execution_count": 5, | ||
| "metadata": { | ||
| "collapsed": false | ||
| }, | ||
| "outputs": [ | ||
| { | ||
| "data": { | ||
| "text/plain": [ | ||
| "0.52002" | ||
| ] | ||
| }, | ||
| "execution_count": 5, | ||
| "metadata": {}, | ||
| "output_type": "execute_result" | ||
| } | ||
| ], | ||
| "source": [ | ||
| "ahp.saaty_ri(3)" | ||
| ] | ||
| }, | ||
| { | ||
| "cell_type": "code", | ||
| "execution_count": null, | ||
| "metadata": { | ||
| "collapsed": true | ||
| }, | ||
| "outputs": [], | ||
| "source": [] | ||
| } | ||
| ], | ||
| "metadata": { | ||
| "kernelspec": { | ||
| "display_name": "Python 2", | ||
| "language": "python", | ||
| "name": "python2" | ||
| }, | ||
| "language_info": { | ||
| "codemirror_mode": { | ||
| "name": "ipython", | ||
| "version": 2 | ||
| }, | ||
| "file_extension": ".py", | ||
| "mimetype": "text/x-python", | ||
| "name": "python", | ||
| "nbconvert_exporter": "python", | ||
| "pygments_lexer": "ipython2", | ||
| "version": "2.7.10" | ||
| } | ||
| }, | ||
| "nbformat": 4, | ||
| "nbformat_minor": 0 | ||
| } |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -1,83 +1,98 @@ | ||
| { | ||
| "metadata": { | ||
| "name": "", | ||
| "signature": "sha256:9de06cc16e51047b64fe34364677f989997f1651248aa2234c1aa9a8d937fd25" | ||
| }, | ||
| "nbformat": 3, | ||
| "nbformat_minor": 0, | ||
| "worksheets": [ | ||
| "cells": [ | ||
| { | ||
| "cells": [ | ||
| { | ||
| "cell_type": "code", | ||
| "collapsed": false, | ||
| "input": [ | ||
| "from skcriteria.common import rank" | ||
| ], | ||
| "language": "python", | ||
| "metadata": {}, | ||
| "outputs": [], | ||
| "prompt_number": 1 | ||
| }, | ||
| { | ||
| "cell_type": "markdown", | ||
| "metadata": {}, | ||
| "source": [ | ||
| "##Rank data" | ||
| ] | ||
| }, | ||
| { | ||
| "cell_type": "code", | ||
| "collapsed": false, | ||
| "input": [ | ||
| "time_laps = [0.59, 1.2, 0.3] # the fast (the lowes value) goest first\n", | ||
| "rank.rankdata(time_laps)" | ||
| ], | ||
| "language": "python", | ||
| "metadata": {}, | ||
| "outputs": [ | ||
| { | ||
| "metadata": {}, | ||
| "output_type": "pyout", | ||
| "prompt_number": 3, | ||
| "text": [ | ||
| "array([2, 3, 1])" | ||
| ] | ||
| } | ||
| ], | ||
| "prompt_number": 3 | ||
| }, | ||
| "cell_type": "code", | ||
| "execution_count": 1, | ||
| "metadata": { | ||
| "collapsed": false | ||
| }, | ||
| "outputs": [], | ||
| "source": [ | ||
| "from skcriteria.common import rank" | ||
| ] | ||
| }, | ||
| { | ||
| "cell_type": "markdown", | ||
| "metadata": {}, | ||
| "source": [ | ||
| "## Rank data" | ||
| ] | ||
| }, | ||
| { | ||
| "cell_type": "code", | ||
| "execution_count": 3, | ||
| "metadata": { | ||
| "collapsed": false | ||
| }, | ||
| "outputs": [ | ||
| { | ||
| "cell_type": "code", | ||
| "collapsed": false, | ||
| "input": [ | ||
| "scores = [140, 200, 98] # highest is better\n", | ||
| "rank.rankdata(scores, reverse=True)" | ||
| ], | ||
| "language": "python", | ||
| "data": { | ||
| "text/plain": [ | ||
| "array([2, 3, 1])" | ||
| ] | ||
| }, | ||
| "execution_count": 3, | ||
| "metadata": {}, | ||
| "outputs": [ | ||
| { | ||
| "metadata": {}, | ||
| "output_type": "pyout", | ||
| "prompt_number": 4, | ||
| "text": [ | ||
| "array([2, 1, 3])" | ||
| ] | ||
| } | ||
| ], | ||
| "prompt_number": 4 | ||
| }, | ||
| "output_type": "execute_result" | ||
| } | ||
| ], | ||
| "source": [ | ||
| "time_laps = [0.59, 1.2, 0.3] # the fast (the lowes value) goest first\n", | ||
| "rank.rankdata(time_laps)" | ||
| ] | ||
| }, | ||
| { | ||
| "cell_type": "code", | ||
| "execution_count": 4, | ||
| "metadata": { | ||
| "collapsed": false | ||
| }, | ||
| "outputs": [ | ||
| { | ||
| "cell_type": "code", | ||
| "collapsed": false, | ||
| "input": [], | ||
| "language": "python", | ||
| "data": { | ||
| "text/plain": [ | ||
| "array([2, 1, 3])" | ||
| ] | ||
| }, | ||
| "execution_count": 4, | ||
| "metadata": {}, | ||
| "outputs": [] | ||
| "output_type": "execute_result" | ||
| } | ||
| ], | ||
| "metadata": {} | ||
| "source": [ | ||
| "scores = [140, 200, 98] # highest is better\n", | ||
| "rank.rankdata(scores, reverse=True)" | ||
| ] | ||
| }, | ||
| { | ||
| "cell_type": "code", | ||
| "execution_count": null, | ||
| "metadata": { | ||
| "collapsed": false | ||
| }, | ||
| "outputs": [], | ||
| "source": [] | ||
| } | ||
| ], | ||
| "metadata": { | ||
| "kernelspec": { | ||
| "display_name": "Python 2", | ||
| "language": "python", | ||
| "name": "python2" | ||
| }, | ||
| "language_info": { | ||
| "codemirror_mode": { | ||
| "name": "ipython", | ||
| "version": 2 | ||
| }, | ||
| "file_extension": ".py", | ||
| "mimetype": "text/x-python", | ||
| "name": "python", | ||
| "nbconvert_exporter": "python", | ||
| "pygments_lexer": "ipython2", | ||
| "version": "2.7.10" | ||
| } | ||
| ] | ||
| } | ||
| }, | ||
| "nbformat": 4, | ||
| "nbformat_minor": 0 | ||
| } |
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