diff --git a/src/docker_modules/deepTools/3.1.1/Dockerfile b/src/docker_modules/deepTools/3.1.1/Dockerfile
new file mode 100644
index 0000000000000000000000000000000000000000..549dc334d3a3936c680aa5548adaaf07ef985b90
--- /dev/null
+++ b/src/docker_modules/deepTools/3.1.1/Dockerfile
@@ -0,0 +1,17 @@
+FROM debian:stretch
+MAINTAINER Laurent Modolo
+
+ENV DEEPTOOLS_VERSION=3.1.1
+ENV PACKAGES build-essential \
+             python3-pip \
+             python3-setuptools \
+             python3-dev \
+             python3-wheel \
+             zlib1g-dev \
+             libcurl4-gnutls-dev
+
+RUN apt-get update && \
+    apt-get install -y --no-install-recommends ${PACKAGES} && \
+    apt-get clean
+
+RUN pip3 install deeptools==${DEEPTOOLS_VERSION}
diff --git a/src/docker_modules/deepTools/3.1.1/docker_init.sh b/src/docker_modules/deepTools/3.1.1/docker_init.sh
new file mode 100755
index 0000000000000000000000000000000000000000..fb13a0a1824818cef1c764ce3e9a9a8251690acb
--- /dev/null
+++ b/src/docker_modules/deepTools/3.1.1/docker_init.sh
@@ -0,0 +1,2 @@
+#!/bin/sh
+docker build src/docker_modules/deepTools/3.1.1 -t 'deeptools:3.1.1'