gistfile1.json

{
 "metadata": {
  "name": "",
  "signature": "sha256:7750b2eb7b054fc6cbeb21c873cd20c8b6eb7792f87694edf5fa4cba146c20ab"
 },
 "nbformat": 3,
 "nbformat_minor": 0,
 "worksheets": [
  {
   "cells": [
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "from random import shuffle, seed\n",
      "from itertools import product"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [],
     "prompt_number": 1
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "seed(1535)"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [],
     "prompt_number": 2
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "dimensions = [\"x = 2\", \"x = 3\"]\n",
      "local_opt_method = [\"(sub)gradient\", \"stohastic (sub)gradient\"]\n",
      "global_opt_method = [\"fixed grid\", \"uniform random\"]\n",
      "metric = [\"l1\", \"l2\"]\n",
      "\n",
      "shuffle(dimensions), shuffle(local_opt_method), shuffle(global_opt_method), shuffle(metric)\n",
      "\n",
      "data = [dimensions, local_opt_method, global_opt_method, metric]\n",
      "shuffle(data)"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [],
     "prompt_number": 5
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "for combo in product(*data):\n",
      "    print(combo)"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "('x = 3', 'l2', '(sub)gradient', 'fixed grid')\n",
        "('x = 3', 'l2', '(sub)gradient', 'uniform random')\n",
        "('x = 3', 'l2', 'stohastic (sub)gradient', 'fixed grid')\n",
        "('x = 3', 'l2', 'stohastic (sub)gradient', 'uniform random')\n",
        "('x = 3', 'l1', '(sub)gradient', 'fixed grid')\n",
        "('x = 3', 'l1', '(sub)gradient', 'uniform random')\n",
        "('x = 3', 'l1', 'stohastic (sub)gradient', 'fixed grid')\n",
        "('x = 3', 'l1', 'stohastic (sub)gradient', 'uniform random')\n",
        "('x = 2', 'l2', '(sub)gradient', 'fixed grid')\n",
        "('x = 2', 'l2', '(sub)gradient', 'uniform random')\n",
        "('x = 2', 'l2', 'stohastic (sub)gradient', 'fixed grid')\n",
        "('x = 2', 'l2', 'stohastic (sub)gradient', 'uniform random')\n",
        "('x = 2', 'l1', '(sub)gradient', 'fixed grid')\n",
        "('x = 2', 'l1', '(sub)gradient', 'uniform random')\n",
        "('x = 2', 'l1', 'stohastic (sub)gradient', 'fixed grid')\n",
        "('x = 2', 'l1', 'stohastic (sub)gradient', 'uniform random')\n"
       ]
      }
     ],
     "prompt_number": 7
    }
   ],
   "metadata": {}
  }
 ]
}