add shards - RMSE - MAE experiment

fa1c4 · Jan 3, 2022 · 95cbf45 · 95cbf45
1 parent 20c0140
commit 95cbf45
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Showing 79 changed files with 656,348 additions and 6,856 deletions.
diff --git a/EDA/splitdata/spliting.ipynb b/EDA/splitdata/spliting.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "code",
-   "execution_count": 2,
+   "execution_count": null,
    "metadata": {
     "collapsed": true
    },
@@ -14,19 +14,10 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "----- The folder exists! -----\n",
-      "../../data/shards_5_shuffled\n"
-     ]
-    }
-   ],
+   "execution_count": null,
+   "outputs": [],
    "source": [
-    "shards = 5\n",
+    "shards = 16\n",
     "shuffle = True\n",
     "shuflled_ordered_str = 'shuffled' if shuffle else 'ordered'\n",
     "\n",
@@ -54,7 +45,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
+   "execution_count": null,
    "outputs": [],
    "source": [
     "def split(dataset_file, shards=5):\n",
@@ -86,22 +77,8 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "92732\n",
-      "../../data/shards_5_shuffled/dataset_sharded0.csv\n",
-      "../../data/shards_5_shuffled/dataset_sharded1.csv\n",
-      "../../data/shards_5_shuffled/dataset_sharded2.csv\n",
-      "../../data/shards_5_shuffled/dataset_sharded3.csv\n",
-      "../../data/shards_5_shuffled/dataset_sharded4.csv\n",
-      "----- done data spliting -----\n"
-     ]
-    }
-   ],
+   "execution_count": null,
+   "outputs": [],
    "source": [
     "if __name__ == \"__main__\":\n",
     "    dataset_file = open('../../data/train_data_{}.csv'.format(shuflled_ordered_str), \"rb\")\n",