attentive_rnn_input.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "collapsed": true
   },
   "outputs": [
    {
     "data": {
      "text/plain": "   index_x     session_id                                            seq_cat  \\\n0        0  00003f3b20954                                     [[1, 1, 1, 1]]   \n1        1  0000c0fb51e11  [[1, 1, 1, 1], [9, 129101, 18476, 150], [9, 12...   \n2        2  0000c8490c155             [[1, 1, 1, 1], [7, 156626, 19676, 52]]   \n3        3  0000d4284ff9b  [[1, 1, 1, 1], [6, 680754, 5428, 120], [7, 156...   \n4        4  000130c2690b4            [[1, 1, 1, 1], [5, 377733, 14251, 178]]   \n5        5  0001acb13ccd1  [[1, 1, 1, 1], [3, 136474, 521, 107], [3, 9195...   \n6        6  0001b9615355c  [[1, 1, 1, 1], [9, 211888, 11190, 196], [9, 21...   \n7        7  0001e1f9f413b             [[1, 1, 1, 1], [5, 469765, 7922, 120]]   \n8        8  00021822e2f69                                     [[1, 1, 1, 1]]   \n9        9  00021d6a859ee                                     [[1, 1, 1, 1]]   \n\n        user_id session_id_original  step   timestamp  prev_ref  prev_act  \\\n0  CITFOTN2IT5P       00003f3b20954     1  1541097696       1.0       1.0   \n1  SMEARDEG4VRK       0000c0fb51e11     3  1541240887  129101.0       9.0   \n2  C7G6RE64H25Q       0000c8490c155     2  1541349405  156626.0       7.0   \n3  GF1RRZKHM34J       0000d4284ff9b     3  1541269878  156011.0       7.0   \n4  0G4P8FP6ORNN       000130c2690b4     2  1541224908  377733.0       5.0   \n5  2LVZYAWP3XD7       0001acb13ccd1     9  1541189300  730184.0      11.0   \n6  6E4Y98YEZ78P       0001b9615355c     6  1541329533  211888.0       4.0   \n7  0F024761F9CF       0001e1f9f413b     2  1541160481  469765.0       5.0   \n8  NZ3B66R18U4P       00021822e2f69     1  1541269833       1.0       1.0   \n9  KN1YZ189ZJY1       00021d6a859ee     1  1541333748       1.0       1.0   \n\n   city_enc  ...                        pa_session_id_clickout_item  \\\n0     16408  ...  [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...   \n1     18476  ...               [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]   \n2     19676  ...  [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...   \n3      5428  ...  [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...   \n4     14251  ...  [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...   \n5       521  ...  [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...   \n6     11190  ...      [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]   \n7      7922  ...  [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...   \n8     11066  ...  [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...   \n9      9478  ...  [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...   \n\n                pa_session_id_interaction_item_deals  \\\n0  [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...   \n1               [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]   \n2  [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...   \n3  [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...   \n4  [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...   \n5  [0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...   \n6      [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]   \n7  [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...   \n8  [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...   \n9  [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...   \n\n                 pa_session_id_interaction_item_info  \\\n0  [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...   \n1               [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]   \n2  [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...   \n3  [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...   \n4  [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...   \n5  [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...   \n6      [1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]   \n7  [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...   \n8  [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...   \n9  [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...   \n\n                       pa_session_id_search_for_item  \\\n0  [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...   \n1               [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]   \n2  [1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...   \n3  [1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...   \n4  [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...   \n5  [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...   \n6      [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]   \n7  [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...   \n8  [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...   \n9  [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...   \n\n               pa_session_id_interaction_item_rating  \\\n0  [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...   \n1               [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]   \n2  [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...   \n3  [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...   \n4  [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...   \n5  [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...   \n6      [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]   \n7  [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...   \n8  [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...   \n9  [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...   \n\n                pa_session_id_interaction_item_image  \\\n0  [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...   \n1               [2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]   \n2  [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...   \n3  [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...   \n4  [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...   \n5  [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...   \n6      [4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]   \n7  [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...   \n8  [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...   \n9  [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...   \n\n                      pa_session_id_all_interactions  \\\n0  [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...   \n1               [2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]   \n2  [1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...   \n3  [1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...   \n4  [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...   \n5  [0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...   \n6      [5, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]   \n7  [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...   \n8  [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...   \n9  [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...   \n\n                                         CTR_user_id  \\\n0  [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...   \n1  [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...   \n2  [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...   \n3  [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...   \n4  [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...   \n5  [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...   \n6  [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...   \n7  [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...   \n8  [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...   \n9  [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...   \n\n                                      CTR_session_id  \\\n0  [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...   \n1  [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...   \n2  [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...   \n3  [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...   \n4  [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...   \n5  [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...   \n6  [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...   \n7  [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...   \n8  [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...   \n9  [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...   \n\n                    past_dwell_with_items_session_id  \n0  [-1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -...  \n1  [6.0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1]  \n2  [26.0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1,...  \n3  [15.0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1,...  \n4  [-1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -...  \n5  [-1, -1, 295.0, -1, -1, -1, -1, -1, -1, -1, -1...  \n6  [58.0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1,...  \n7  [-1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -...  \n8  [-1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -...  \n9  [-1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -...  \n\n[10 rows x 91 columns]",
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<th>pa_session_id_all_interactions</th>\n      <th>CTR_user_id</th>\n      <th>CTR_session_id</th>\n      <th>past_dwell_with_items_session_id</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>0</th>\n      <td>0</td>\n      <td>00003f3b20954</td>\n      <td>[[1, 1, 1, 1]]</td>\n      <td>CITFOTN2IT5P</td>\n      <td>00003f3b20954</td>\n      <td>1</td>\n      <td>1541097696</td>\n      <td>1.0</td>\n      <td>1.0</td>\n      <td>16408</td>\n      <td>...</td>\n      <td>[0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...</td>\n      <td>[0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...</td>\n      <td>[0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...</td>\n      <td>[0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...</td>\n      <td>[0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...</td>\n      <td>[0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...</td>\n      <td>[0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...</td>\n      <td>[0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 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<td>[6.0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1]</td>\n    </tr>\n    <tr>\n      <th>2</th>\n      <td>2</td>\n      <td>0000c8490c155</td>\n      <td>[[1, 1, 1, 1], [7, 156626, 19676, 52]]</td>\n      <td>C7G6RE64H25Q</td>\n      <td>0000c8490c155</td>\n      <td>2</td>\n      <td>1541349405</td>\n      <td>156626.0</td>\n      <td>7.0</td>\n      <td>19676</td>\n      <td>...</td>\n      <td>[0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...</td>\n      <td>[0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...</td>\n      <td>[0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...</td>\n      <td>[1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...</td>\n      <td>[0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...</td>\n      <td>[0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...</td>\n      <td>[1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...</td>\n      <td>[0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...</td>\n      <td>[0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...</td>\n      <td>[26.0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1,...</td>\n    </tr>\n    <tr>\n      <th>3</th>\n      <td>3</td>\n      <td>0000d4284ff9b</td>\n      <td>[[1, 1, 1, 1], [6, 680754, 5428, 120], [7, 156...</td>\n      <td>GF1RRZKHM34J</td>\n      <td>0000d4284ff9b</td>\n      <td>3</td>\n      <td>1541269878</td>\n      <td>156011.0</td>\n      <td>7.0</td>\n      <td>5428</td>\n      <td>...</td>\n      <td>[0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...</td>\n      <td>[0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...</td>\n      <td>[0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...</td>\n      <td>[1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...</td>\n      <td>[0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...</td>\n      <td>[0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...</td>\n      <td>[1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...</td>\n      <td>[0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...</td>\n      <td>[0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...</td>\n      <td>[15.0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1,...</td>\n    </tr>\n    <tr>\n      <th>4</th>\n      <td>4</td>\n      <td>000130c2690b4</td>\n      <td>[[1, 1, 1, 1], [5, 377733, 14251, 178]]</td>\n      <td>0G4P8FP6ORNN</td>\n      <td>000130c2690b4</td>\n      <td>2</td>\n      <td>1541224908</td>\n      <td>377733.0</td>\n      <td>5.0</td>\n      <td>14251</td>\n      <td>...</td>\n      <td>[0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...</td>\n      <td>[0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...</td>\n      <td>[0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...</td>\n      <td>[0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...</td>\n      <td>[0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...</td>\n      <td>[0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...</td>\n      <td>[0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...</td>\n      <td>[0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...</td>\n      <td>[0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...</td>\n      <td>[-1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -...</td>\n    </tr>\n    <tr>\n      <th>5</th>\n      <td>5</td>\n      <td>0001acb13ccd1</td>\n      <td>[[1, 1, 1, 1], [3, 136474, 521, 107], [3, 9195...</td>\n      <td>2LVZYAWP3XD7</td>\n      <td>0001acb13ccd1</td>\n      <td>9</td>\n      <td>1541189300</td>\n      <td>730184.0</td>\n      <td>11.0</td>\n      <td>521</td>\n      <td>...</td>\n      <td>[0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...</td>\n      <td>[0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...</td>\n      <td>[0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...</td>\n      <td>[0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...</td>\n      <td>[0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...</td>\n      <td>[0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...</td>\n      <td>[0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...</td>\n      <td>[0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...</td>\n      <td>[0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...</td>\n      <td>[-1, -1, 295.0, -1, -1, -1, -1, -1, -1, -1, -1...</td>\n    </tr>\n    <tr>\n      <th>6</th>\n      <td>6</td>\n      <td>0001b9615355c</td>\n      <td>[[1, 1, 1, 1], [9, 211888, 11190, 196], [9, 21...</td>\n      <td>6E4Y98YEZ78P</td>\n      <td>0001b9615355c</td>\n      <td>6</td>\n      <td>1541329533</td>\n      <td>211888.0</td>\n      <td>4.0</td>\n      <td>11190</td>\n      <td>...</td>\n      <td>[0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]</td>\n      <td>[0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]</td>\n      <td>[1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]</td>\n      <td>[0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]</td>\n      <td>[0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]</td>\n      <td>[4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]</td>\n      <td>[5, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]</td>\n      <td>[0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...</td>\n      <td>[0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...</td>\n      <td>[58.0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1,...</td>\n    </tr>\n    <tr>\n      <th>7</th>\n      <td>7</td>\n      <td>0001e1f9f413b</td>\n      <td>[[1, 1, 1, 1], [5, 469765, 7922, 120]]</td>\n      <td>0F024761F9CF</td>\n      <td>0001e1f9f413b</td>\n      <td>2</td>\n      <td>1541160481</td>\n      <td>469765.0</td>\n      <td>5.0</td>\n      <td>7922</td>\n      <td>...</td>\n      <td>[0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...</td>\n      <td>[0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...</td>\n      <td>[0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...</td>\n      <td>[0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...</td>\n      <td>[0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...</td>\n      <td>[0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...</td>\n      <td>[0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...</td>\n      <td>[0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...</td>\n      <td>[0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...</td>\n      <td>[-1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -...</td>\n    </tr>\n    <tr>\n      <th>8</th>\n      <td>8</td>\n      <td>00021822e2f69</td>\n      <td>[[1, 1, 1, 1]]</td>\n      <td>NZ3B66R18U4P</td>\n      <td>00021822e2f69</td>\n      <td>1</td>\n      <td>1541269833</td>\n      <td>1.0</td>\n      <td>1.0</td>\n      <td>11066</td>\n      <td>...</td>\n      <td>[0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...</td>\n      <td>[0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...</td>\n      <td>[0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...</td>\n      <td>[0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...</td>\n      <td>[0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...</td>\n      <td>[0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...</td>\n      <td>[0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...</td>\n      <td>[0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...</td>\n      <td>[0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...</td>\n      <td>[-1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -...</td>\n    </tr>\n    <tr>\n      <th>9</th>\n      <td>9</td>\n      <td>00021d6a859ee</td>\n      <td>[[1, 1, 1, 1]]</td>\n      <td>KN1YZ189ZJY1</td>\n      <td>00021d6a859ee</td>\n      <td>1</td>\n      <td>1541333748</td>\n      <td>1.0</td>\n      <td>1.0</td>\n      <td>9478</td>\n      <td>...</td>\n      <td>[0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...</td>\n      <td>[0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...</td>\n      <td>[0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...</td>\n      <td>[0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...</td>\n      <td>[0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...</td>\n      <td>[0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...</td>\n      <td>[0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...</td>\n      <td>[0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...</td>\n      <td>[0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...</td>\n      <td>[-1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -...</td>\n    </tr>\n  </tbody>\n</table>\n<p>10 rows × 91 columns</p>\n</div>"
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import pandas as pd\n",
    "\n",
    "input_sample = pd.read_pickle('./data/attentive_rnn/X_tr_100samples.pkl')\n",
    "\n",
    "input_sample.head(10)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "outputs": [],
   "source": [
    "\n"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  }
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