ch10, 11, 12 softw updates

Author: rasbt

Diff for: ch10/ch10.ipynb

@@ -622,7 +622,7 @@
     {
      "data": {
       "text/plain": [
-       "<__main__.LinearRegressionGD at 0x7f8fe08f7c50>"
+       "<__main__.LinearRegressionGD at 0x7fb0c0c2feb8>"
       ]
      },
      "execution_count": 12,
@@ -993,7 +993,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "7.17 ms ± 1.11 ms per loop (mean ± std. dev. of 7 runs, 100 loops each)\n"
+      "56.6 µs ± 1.94 µs per loop (mean ± std. dev. of 7 runs, 10000 loops each)\n"
      ]
     }
    ],
@@ -1010,7 +1010,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "8.98 ms ± 4.18 ms per loop (mean ± std. dev. of 7 runs, 100 loops each)\n"
+      "57.7 µs ± 1.32 µs per loop (mean ± std. dev. of 7 runs, 10000 loops each)\n"
      ]
     }
    ],
@@ -1027,7 +1027,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "146 µs ± 4.19 µs per loop (mean ± std. dev. of 7 runs, 10000 loops each)\n"
+      "72.3 µs ± 2.39 µs per loop (mean ± std. dev. of 7 runs, 10000 loops each)\n"
      ]
     }
    ],
@@ -1692,7 +1692,7 @@
      "output_type": "stream",
      "text": [
       "[NbConvertApp] Converting notebook ch10.ipynb to script\n",
-      "[NbConvertApp] Writing 18652 bytes to ch10.py\n"
+      "[NbConvertApp] Writing 18672 bytes to ch10.py\n"
      ]
     }
    ],