comparison notebooks/test_hubness.ipynb @ 71:04fc6e809a42 branch-tests

notebooks

 {
  "cells": [
   {
    "cell_type": "code",
-   "execution_count": 1,
-   "metadata": {
-    "collapsed": true
-   },
-   "outputs": [],
+   "execution_count": 16,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "The autoreload extension is already loaded. To reload it, use:\n",
+      "  %reload_ext autoreload\n"
+     ]
+    }
+   ],
    "source": [
     "import numpy as np\n",
     "import pickle\n",
     "from scipy.stats import pearsonr\n",
     "from scipy.stats import skew\n",

     "import scripts.utils as utils"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": 17,
    "metadata": {
     "collapsed": true
    },
    "outputs": [],
    "source": [

     "#df_global, threshold, MD = outliers.get_outliers_df(X, Y, chi2thr=0.999)"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
+   "execution_count": 18,
    "metadata": {},
    "outputs": [
     {
      "data": {
       "text/plain": [
        "(8200, 380)"
       ]
      },
-     "execution_count": 4,
+     "execution_count": 18,
      "metadata": {},
      "output_type": "execute_result"
     }
    ],
    "source": [

    "metadata": {
     "collapsed": true
    },
    "outputs": [],
    "source": [
-    "D = pairwise_distances(X, metric='mahalanobis')"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 5,
+    "D = pairwise_distances(X, metric='mahalanobis')\n",
+    "np.savetxt('../data/D_mahal.csv', D)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 19,
    "metadata": {},
    "outputs": [
     {
      "data": {
       "text/plain": [
        "(8200, 8200)"
       ]
      },
-     "execution_count": 5,
+     "execution_count": 19,
      "metadata": {},
      "output_type": "execute_result"
     }
    ],
    "source": [
-    "np.savetxt('../data/D_mahal.csv', D)\n",
     "D = np.loadtxt('../data/D_mahal.csv')\n",
     "D.shape"
    ]
   },
   {