diff --git a/Dockerfile b/Dockerfile
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+++ b/Dockerfile
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+FROM ubuntu:16.04
+LABEL MAINTAINER=sminot@fredhutch.org
+
+# Install prerequisites
+RUN apt update && \
+    apt-get install -y wget unzip python2.7 python-pip hmmer
+RUN pip install tensorflow>=1.4.0 setproctitle
+
+# Add repository data
+RUN mkdir /usr/local/rgn
+ADD ./ /usr/local/rgn/
+
+WORKDIR /usr/local/rgn/model/
+RUN python protling.py -h