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Update format of tutorial notebooks #1040

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3 changes: 2 additions & 1 deletion docs/tutorials/barren_plateaus.ipynb
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Original file line number Diff line number Diff line change
Expand Up @@ -117,8 +117,9 @@
"metadata": {},
"outputs": [],
"source": [
"# Keras 2 must be selected before importing TensorFlow or TensorFlow Quantum:\n",
"import os\n",
"\n",
"# Keras 2 must be selected before importing TensorFlow or TensorFlow Quantum:\n",
"os.environ[\"TF_USE_LEGACY_KERAS\"] = \"1\""
]
},
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3 changes: 2 additions & 1 deletion docs/tutorials/gradients.ipynb
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Original file line number Diff line number Diff line change
Expand Up @@ -119,8 +119,9 @@
"metadata": {},
"outputs": [],
"source": [
"# Keras 2 must be selected before importing TensorFlow or TensorFlow Quantum:\n",
"import os\n",
"\n",
"# Keras 2 must be selected before importing TensorFlow or TensorFlow Quantum:\n",
"os.environ[\"TF_USE_LEGACY_KERAS\"] = \"1\""
]
},
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3 changes: 2 additions & 1 deletion docs/tutorials/hello_many_worlds.ipynb
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Original file line number Diff line number Diff line change
Expand Up @@ -117,8 +117,9 @@
"metadata": {},
"outputs": [],
"source": [
"# Keras 2 must be selected before importing TensorFlow or TensorFlow Quantum:\n",
"import os\n",
"\n",
"# Keras 2 must be selected before importing TensorFlow or TensorFlow Quantum:\n",
"os.environ[\"TF_USE_LEGACY_KERAS\"] = \"1\""
]
},
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3 changes: 2 additions & 1 deletion docs/tutorials/mnist.ipynb
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Original file line number Diff line number Diff line change
Expand Up @@ -127,8 +127,9 @@
"metadata": {},
"outputs": [],
"source": [
"# Keras 2 must be selected before importing TensorFlow or TensorFlow Quantum:\n",
"import os\n",
"\n",
"# Keras 2 must be selected before importing TensorFlow or TensorFlow Quantum:\n",
"os.environ[\"TF_USE_LEGACY_KERAS\"] = \"1\""
]
},
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3 changes: 2 additions & 1 deletion docs/tutorials/noise.ipynb
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Original file line number Diff line number Diff line change
Expand Up @@ -105,8 +105,9 @@
"metadata": {},
"outputs": [],
"source": [
"# Keras 2 must be selected before importing TensorFlow or TensorFlow Quantum:\n",
"import os\n",
"\n",
"# Keras 2 must be selected before importing TensorFlow or TensorFlow Quantum:\n",
"os.environ[\"TF_USE_LEGACY_KERAS\"] = \"1\""
]
},
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3 changes: 2 additions & 1 deletion docs/tutorials/qcnn.ipynb
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Original file line number Diff line number Diff line change
Expand Up @@ -122,8 +122,9 @@
"metadata": {},
"outputs": [],
"source": [
"# Keras 2 must be selected before importing TensorFlow or TensorFlow Quantum:\n",
"import os\n",
"\n",
"# Keras 2 must be selected before importing TensorFlow or TensorFlow Quantum:\n",
"os.environ[\"TF_USE_LEGACY_KERAS\"] = \"1\""
]
},
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3 changes: 2 additions & 1 deletion docs/tutorials/quantum_data.ipynb
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Original file line number Diff line number Diff line change
Expand Up @@ -119,8 +119,9 @@
"metadata": {},
"outputs": [],
"source": [
"# Keras 2 must be selected before importing TensorFlow or TensorFlow Quantum:\n",
"import os\n",
"\n",
"# Keras 2 must be selected before importing TensorFlow or TensorFlow Quantum:\n",
"os.environ[\"TF_USE_LEGACY_KERAS\"] = \"1\""
]
},
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7 changes: 5 additions & 2 deletions docs/tutorials/quantum_reinforcement_learning.ipynb
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Original file line number Diff line number Diff line change
Expand Up @@ -136,8 +136,9 @@
"metadata": {},
"outputs": [],
"source": [
"# Keras 2 must be selected before importing TensorFlow or TensorFlow Quantum:\n",
"import os\n",
"\n",
"# Keras 2 must be selected before importing TensorFlow or TensorFlow Quantum:\n",
"os.environ[\"TF_USE_LEGACY_KERAS\"] = \"1\""
]
},
Expand Down Expand Up @@ -1493,7 +1494,9 @@
" episode_reward_history.append(episode_reward)\n",
" if (episode + 1) % 10 == 0:\n",
" avg_rewards = np.mean(episode_reward_history[-10:])\n",
" print(f\"Episode {episode + 1}/{n_episodes}, average last 10 rewards {avg_rewards}\")\n",
" print(\n",
" f\"Episode {episode + 1}/{n_episodes}, average last 10 rewards {avg_rewards}\"\n",
" )\n",
" if avg_rewards >= 500.0:\n",
" break"
]
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3 changes: 2 additions & 1 deletion docs/tutorials/research_tools.ipynb
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Original file line number Diff line number Diff line change
Expand Up @@ -112,8 +112,9 @@
"metadata": {},
"outputs": [],
"source": [
"# Keras 2 must be selected before importing TensorFlow or TensorFlow Quantum:\n",
"import os\n",
"\n",
"# Keras 2 must be selected before importing TensorFlow or TensorFlow Quantum:\n",
"os.environ[\"TF_USE_LEGACY_KERAS\"] = \"1\""
]
},
Expand Down
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