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Make notebooks 10 and 11 runnable in Colab without changes

main
Aurélien Geron 2019-11-06 11:38:13 +08:00
parent ec3a011ec9
commit f810964f51
2 changed files with 40 additions and 6 deletions
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23
10_neural_nets_with_keras.ipynb
View File

@ -9,6 +9,17 @@
"_This notebook contains all the sample code and solutions to the exercises in chapter 10._" "_This notebook contains all the sample code and solutions to the exercises in chapter 10._"
] ]
}, },
{
"cell_type": "markdown",
"metadata": {},
"source": [
"<table align=\"left\">\n",
" <td>\n",
" <a target=\"_blank\" href=\"https://colab.research.google.com/github/ageron/handson-ml2/blob/master/10_neural_nets_with_keras.ipynb\"><img src=\"https://www.tensorflow.org/images/colab_logo_32px.png\" />Run in Google Colab</a>\n",
" </td>\n",
"</table>"
]
},
{ {
"cell_type": "markdown", "cell_type": "markdown",
"metadata": {}, "metadata": {},
@ -20,7 +31,7 @@
"cell_type": "markdown", "cell_type": "markdown",
"metadata": {}, "metadata": {},
"source": [ "source": [
"First, let's import a few common modules, ensure MatplotLib plots figures inline and prepare a function to save the figures. We also check that Python 3.5 or later is installed (although Python 2.x may work, it is deprecated so we strongly recommend you use Python 3 instead), as well as Scikit-Learn ≥0.20 and TensorFlow ≥2.0-preview." "First, let's import a few common modules, ensure MatplotLib plots figures inline and prepare a function to save the figures. We also check that Python 3.5 or later is installed (although Python 2.x may work, it is deprecated so we strongly recommend you use Python 3 instead), as well as Scikit-Learn ≥0.20 and TensorFlow ≥2.0."
] ]
}, },
{ {
@ -37,7 +48,13 @@
"import sklearn\n", "import sklearn\n",
"assert sklearn.__version__ >= \"0.20\"\n", "assert sklearn.__version__ >= \"0.20\"\n",
"\n", "\n",
"# TensorFlow ≥2.0-preview is required\n", "try:\n",
" # %tensorflow_version only exists in Colab.\n",
" %tensorflow_version 2.x\n",
"except Exception:\n",
" pass\n",
"\n",
"# TensorFlow ≥2.0 is required\n",
"import tensorflow as tf\n", "import tensorflow as tf\n",
"assert tf.__version__ >= \"2.0\"\n", "assert tf.__version__ >= \"2.0\"\n",
"\n", "\n",
@ -1632,7 +1649,7 @@
"name": "python", "name": "python",
"nbconvert_exporter": "python", "nbconvert_exporter": "python",
"pygments_lexer": "ipython3", "pygments_lexer": "ipython3",
"version": "3.6.8" "version": "3.7.3"
}, },
"nav_menu": { "nav_menu": {
"height": "264px", "height": "264px",

23
11_training_deep_neural_networks.ipynb
View File

@ -14,6 +14,17 @@
"_This notebook contains all the sample code and solutions to the exercises in chapter 11._" "_This notebook contains all the sample code and solutions to the exercises in chapter 11._"
] ]
}, },
{
"cell_type": "markdown",
"metadata": {},
"source": [
"<table align=\"left\">\n",
" <td>\n",
" <a target=\"_blank\" href=\"https://colab.research.google.com/github/ageron/handson-ml2/blob/master/11_training_deep_neural_networks.ipynb\"><img src=\"https://www.tensorflow.org/images/colab_logo_32px.png\" />Run in Google Colab</a>\n",
" </td>\n",
"</table>"
]
},
{ {
"cell_type": "markdown", "cell_type": "markdown",
"metadata": {}, "metadata": {},
@ -25,7 +36,7 @@
"cell_type": "markdown", "cell_type": "markdown",
"metadata": {}, "metadata": {},
"source": [ "source": [
"First, let's import a few common modules, ensure MatplotLib plots figures inline and prepare a function to save the figures. We also check that Python 3.5 or later is installed (although Python 2.x may work, it is deprecated so we strongly recommend you use Python 3 instead), as well as Scikit-Learn ≥0.20 and TensorFlow ≥2.0-preview." "First, let's import a few common modules, ensure MatplotLib plots figures inline and prepare a function to save the figures. We also check that Python 3.5 or later is installed (although Python 2.x may work, it is deprecated so we strongly recommend you use Python 3 instead), as well as Scikit-Learn ≥0.20 and TensorFlow ≥2.0."
] ]
}, },
{ {
@ -42,7 +53,13 @@
"import sklearn\n", "import sklearn\n",
"assert sklearn.__version__ >= \"0.20\"\n", "assert sklearn.__version__ >= \"0.20\"\n",
"\n", "\n",
"# TensorFlow ≥2.0-preview is required\n", "try:\n",
" # %tensorflow_version only exists in Colab.\n",
" %tensorflow_version 2.x\n",
"except Exception:\n",
" pass\n",
"\n",
"# TensorFlow ≥2.0 is required\n",
"import tensorflow as tf\n", "import tensorflow as tf\n",
"from tensorflow import keras\n", "from tensorflow import keras\n",
"assert tf.__version__ >= \"2.0\"\n", "assert tf.__version__ >= \"2.0\"\n",
@ -2618,7 +2635,7 @@
"name": "python", "name": "python",
"nbconvert_exporter": "python", "nbconvert_exporter": "python",
"pygments_lexer": "ipython3", "pygments_lexer": "ipython3",
"version": "3.7.4" "version": "3.7.3"
}, },
"nav_menu": { "nav_menu": {
"height": "360px", "height": "360px",