diff --git a/tensorflow-whl/CHANGELOG.md b/tensorflow-whl/CHANGELOG.md
index a9cbfa35..68789c37 100644
--- a/tensorflow-whl/CHANGELOG.md
+++ b/tensorflow-whl/CHANGELOG.md
@@ -1,4 +1,4 @@
 1.11.0-py36: Tensorflow 1.11.0 wheels built with python 3.6
 1.12.0-py36: Tensorflow 1.12.0 wheels with Cuda 9.2
 1.13.1-py36: Tensorflow 1.13.1 wheels with Cuda 10.0
-1.13.1-py36-2: Bump base continuumio/anaconda3 image version
\ No newline at end of file
+1.13.1-py37: Tensorflow 1.13.1 with Python 3.7 and continuumio/anaconda3:5.3.0 base image 
diff --git a/tensorflow-whl/Dockerfile b/tensorflow-whl/Dockerfile
index e4d74e8f..c139af51 100644
--- a/tensorflow-whl/Dockerfile
+++ b/tensorflow-whl/Dockerfile
@@ -55,9 +55,6 @@ RUN apt-get install -y gnupg zip openjdk-8-jdk && \
     dpkg -i bazel_*.deb && \
     rm bazel_*.deb
 
-# Tensorflow doesn't support python 3.7 yet. See https://github.com/tensorflow/tensorflow/issues/20517
-RUN conda install -y python=3.6.6
-
 # Fetch tensorflow & install dependencies.
 RUN cd /usr/local/src && \
     git clone https://github.com/tensorflow/tensorflow && \