diff --git a/Transfer_Learning/document-qa/docqa.ipynb b/Transfer_Learning/document-qa/docqa.ipynb
index 09dda22..924e660 100644
--- a/Transfer_Learning/document-qa/docqa.ipynb
+++ b/Transfer_Learning/document-qa/docqa.ipynb
@@ -20,18 +20,18 @@
     "\n",
     "## Setup\n",
     "### Dependencies\n",
-    "We require python >= 3.5, tensorflow 1.2, and a handful of other supporting libraries. \n",
+    "We require python >= 3.5, tensorflow 1.10, and a handful of other supporting libraries. \n",
     "Tensorflow should be installed separately following the docs. To install the other dependencies use the commands below from a terminal in the linux DLVM first.\n",
     "\n",
     "```\n",
     "\n",
-    "conda create --name <myenv>\n",
+    "conda create --name <myenv> Python=3.6\n",
     "source activate <myenv>\n",
     "cd /home/<user>/notebooks\n",
     "git clone https://github.com/antriv/Transfer_Learning_Text.git\n",
     "cd Transfer_Learning_Text/Transfer_Learning/document-qa/\n",
     "pip install -r requirements.txt\n",
-    "pip install tensorflow-gpu==1.2\n",
+    "pip install tensorflow-gpu\n",
     "python -m nltk.downloader punkt stopwords\n",
     "```\n",
     "\n",
@@ -40,10 +40,10 @@
     "```\n",
     "source activate <myenv>\n",
     "pip install ipykernel\n",
-    "sudo \"/home/<user>/.conda/envs/<myenv>/bin/python\" -m ipykernel install --name <docqa> --display-name \"<docqa>\"\n",
+    "sudo \"/home/<user>/.conda/envs/<myenv>/bin/python\" -m ipykernel install --name <myenv> --display-name \"<myenv>\"\n",
     "```\n",
     "\n",
-    "To run this notebook, choose the kernel `\"<docqa>\"`"
+    "To run this notebook, choose the kernel `\"<myenv>\"`"
    ]
   },
   {
@@ -198,7 +198,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.5.4"
+   "version": "3.6.6"
   }
  },
  "nbformat": 4,
diff --git a/Transfer_Learning/document-qa/docqa/nn/recurrent_layers.py b/Transfer_Learning/document-qa/docqa/nn/recurrent_layers.py
index e05a8a3..7214f09 100644
--- a/Transfer_Learning/document-qa/docqa/nn/recurrent_layers.py
+++ b/Transfer_Learning/document-qa/docqa/nn/recurrent_layers.py
@@ -5,7 +5,7 @@
     MergeLayer, Encoder
 from tensorflow.contrib.cudnn_rnn.python.ops import cudnn_rnn_ops
 #from tensorflow.contrib.cudnn_rnn.python.ops.cudnn_rnn_ops import CudnnCompatibleGRUCell
-from tensorflow.contrib.keras.python.keras.initializers import TruncatedNormal
+from tensorflow.keras.initializers import TruncatedNormal
 from tensorflow.contrib.rnn import LSTMStateTuple, LSTMBlockFusedCell, GRUBlockCell
 from tensorflow.python.ops.rnn import dynamic_rnn, bidirectional_dynamic_rnn