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Commit e06cea86 authored by Mark Daoust's avatar Mark Daoust
Browse files

Remove string activations

parent a95142bf
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Showing with 23 additions and 127 deletions
samples/core/get_started/basic_text_classification.ipynb
View file @ e06cea86
......@@ -5,8 +5,6 @@
"colab": {
"name": "basic-text-classification.ipynb",
"version": "0.3.2",
"views": {},
"default_view": {},
"provenance": [],
"private_outputs": true,
"collapsed_sections": [],
......@@ -32,13 +30,7 @@
"metadata": {
"id": "ioaprt5q5US7",
"colab_type": "code",
"colab": {
"autoexec": {
"startup": false,
"wait_interval": 0
}
},
"cellView": "form"
"colab": {}
},
"cell_type": "code",
"source": [
......@@ -61,13 +53,7 @@
"metadata": {
"id": "yCl0eTNH5RS3",
"colab_type": "code",
"colab": {
"autoexec": {
"startup": false,
"wait_interval": 0
}
},
"cellView": "form"
"colab": {}
},
"cell_type": "code",
"source": [
......@@ -139,12 +125,7 @@
"metadata": {
"id": "2ew7HTbPpCJH",
"colab_type": "code",
"colab": {
"autoexec": {
"startup": false,
"wait_interval": 0
}
}
"colab": {}
},
"cell_type": "code",
"source": [
......@@ -176,12 +157,7 @@
"metadata": {
"id": "zXXx5Oc3pOmN",
"colab_type": "code",
"colab": {
"autoexec": {
"startup": false,
"wait_interval": 0
}
}
"colab": {}
},
"cell_type": "code",
"source": [
......@@ -218,12 +194,7 @@
"metadata": {
"id": "y8qCnve_-lkO",
"colab_type": "code",
"colab": {
"autoexec": {
"startup": false,
"wait_interval": 0
}
}
"colab": {}
},
"cell_type": "code",
"source": [
......@@ -246,12 +217,7 @@
"metadata": {
"id": "QtTS4kpEpjbi",
"colab_type": "code",
"colab": {
"autoexec": {
"startup": false,
"wait_interval": 0
}
}
"colab": {}
},
"cell_type": "code",
"source": [
......@@ -274,12 +240,7 @@
"metadata": {
"id": "X-6Ii9Pfx6Nr",
"colab_type": "code",
"colab": {
"autoexec": {
"startup": false,
"wait_interval": 0
}
}
"colab": {}
},
"cell_type": "code",
"source": [
......@@ -304,12 +265,7 @@
"metadata": {
"id": "tr5s_1alpzop",
"colab_type": "code",
"colab": {
"autoexec": {
"startup": false,
"wait_interval": 0
}
}
"colab": {}
},
"cell_type": "code",
"source": [
......@@ -345,12 +301,7 @@
"metadata": {
"id": "s_OqxmH6-lkn",
"colab_type": "code",
"colab": {
"autoexec": {
"startup": false,
"wait_interval": 0
}
}
"colab": {}
},
"cell_type": "code",
"source": [
......@@ -383,12 +334,7 @@
"metadata": {
"id": "2jQv-omsHurp",
"colab_type": "code",
"colab": {
"autoexec": {
"startup": false,
"wait_interval": 0
}
}
"colab": {}
},
"cell_type": "code",
"source": [
......@@ -419,12 +365,7 @@
"metadata": {
"id": "USSSBnkE-lky",
"colab_type": "code",
"colab": {
"autoexec": {
"startup": false,
"wait_interval": 0
}
}
"colab": {}
},
"cell_type": "code",
"source": [
......@@ -447,12 +388,7 @@
"metadata": {
"id": "TG8X9cqi-lk9",
"colab_type": "code",
"colab": {
"autoexec": {
"startup": false,
"wait_interval": 0
}
}
"colab": {}
},
"cell_type": "code",
"source": [
......@@ -482,12 +418,7 @@
"metadata": {
"id": "xpKOoWgu-llD",
"colab_type": "code",
"colab": {
"autoexec": {
"startup": false,
"wait_interval": 0
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}
"colab": {}
},
"cell_type": "code",
"source": [
......@@ -497,8 +428,8 @@
"model = keras.Sequential()\n",
"model.add(keras.layers.Embedding(vocab_size, 16))\n",
"model.add(keras.layers.GlobalAveragePooling1D())\n",
"model.add(keras.layers.Dense(16, activation='relu'))\n",
"model.add(keras.layers.Dense(1, activation='sigmoid'))\n",
"model.add(keras.layers.Dense(16, activation=tf.nn.relu))\n",
"model.add(keras.layers.Dense(1, activation=tf.nn.sigmoid))\n",
"\n",
"model.summary()"
],
......@@ -556,16 +487,11 @@
"metadata": {
"id": "Mr0GP-cQ-llN",
"colab_type": "code",
"colab": {
"autoexec": {
"startup": false,
"wait_interval": 0
}
}
"colab": {}
},
"cell_type": "code",
"source": [
"model.compile(optimizer='adam',\n",
"model.compile(optimizer=tf.train.AdamOptimizer(),\n",
" loss='binary_crossentropy',\n",
" metrics=['accuracy'])"
],
......@@ -588,12 +514,7 @@
"metadata": {
"id": "-NpcXY9--llS",
"colab_type": "code",
"colab": {
"autoexec": {
"startup": false,
"wait_interval": 0
}
}
"colab": {}
},
"cell_type": "code",
"source": [
......@@ -622,12 +543,7 @@
"metadata": {
"id": "tXSGrjWZ-llW",
"colab_type": "code",
"colab": {
"autoexec": {
"startup": false,
"wait_interval": 0
}
}
"colab": {}
},
"cell_type": "code",
"source": [
......@@ -657,12 +573,7 @@
"metadata": {
"id": "zOMKywn4zReN",
"colab_type": "code",
"colab": {
"autoexec": {
"startup": false,
"wait_interval": 0
}
}
"colab": {}
},
"cell_type": "code",
"source": [
......@@ -699,12 +610,7 @@
"metadata": {
"id": "VcvSXvhp-llb",
"colab_type": "code",
"colab": {
"autoexec": {
"startup": false,
"wait_interval": 0
}
}
"colab": {}
},
"cell_type": "code",
"source": [
......@@ -728,12 +634,7 @@
"metadata": {
"id": "nGoYf2Js-lle",
"colab_type": "code",
"colab": {
"autoexec": {
"startup": false,
"wait_interval": 0
}
}
"colab": {}
},
"cell_type": "code",
"source": [
......@@ -764,12 +665,7 @@
"metadata": {
"id": "6hXx-xOv-llh",
"colab_type": "code",
"colab": {
"autoexec": {
"startup": false,
"wait_interval": 0
}
}
"colab": {}
},
"cell_type": "code",
"source": [
......
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