Merge pull request delip#24 from reynoldsnlp/patch-2

typo and extend use of `describe`

Author: delip

chapters/chapter_1/PyTorch_Basics.ipynb

@@ -57,7 +57,7 @@
  "cell_type": "markdown",
  "metadata": {},
  "source": [
- "You can create tensors by specifying the shape as arguments. Here is a tensor with 5 rows and 3 columns"
+ "You can create tensors by specifying the shape as arguments. Here is a tensor with 2 rows and 3 columns"
  ]
  },
  {
@@ -213,9 +213,7 @@
  ],
  "source": [
  "x = torch.Tensor(3,4).fill_(5)\n",
- "print(x.type())\n",
- "print(x.shape)\n",
- "print(x)"
+ "describe(x)"
  ]
  },
  {
@@ -715,7 +713,7 @@
  ],
  "source": [
  "x = torch.arange(0, 10)\n",
- "print(x)"
+ "describe(x)"
  ]
  },
  {
@@ -740,7 +738,7 @@
  ],
  "source": [
  "x = torch.arange(0, 10).long()\n",
- "print(x)"
+ "describe(x)"
  ]
  },
  {
@@ -893,13 +891,13 @@
  ],
  "source": [
  "x = torch.arange(12).view(3, 4)\n",
- "print(x.shape)\n",
+ "describe(x)\n",
  "\n",
  "x = x.unsqueeze(dim=1)\n",
- "print(x.shape)\n",
+ "describe(x)\n",
  "\n",
  "x = x.squeeze()\n",
- "print(x.shape)"
+ "describe(x)"
  ]
  },
  {