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Update Surface_Observation_Prediction_in_Tensorflow.ipynb #32

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Update Surface_Observation_Prediction_in_Tensorflow.ipynb #32

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4 changes: 2 additions & 2 deletions tier_2/deep_learning/Surface_Observation_Prediction_in_Tensorflow.ipynb
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Original file line number Diff line number Diff line change
Expand Up @@ -426,7 +426,7 @@
"\n",
" # Then just stack layers on top of one another\n",
" # the first specifies the shape of the inputs expected input\n",
" model.add(Input(input_shape, name=\"Inputs\"))\n",
" model.add(Input(shape=[input_shape], name=\"Inputs\"))\n",
"\n",
" # Then we stack on depth number of consectutive dense layers\n",
" # To write more compact code we can include the activation\n",
Expand Down Expand Up @@ -491,7 +491,7 @@
" input_shape: int, width: int, depth: int, activation: str, learning_rate=10**(-3), final_activation: str = \"linear\"\n",
"):\n",
" # First we create an input layer\n",
" inputs = Input(input_shape, name=\"Inputs\")\n",
" inputs = Input(shape=[input_shape], name=\"Inputs\")\n",
"\n",
" # Pass it to the hidden variable we will reuse\n",
" hidden = inputs\n",
Expand Down