diff --git a/src/singularity_modules/deeptools/3.0.2/build.sh b/src/singularity_modules/deeptools/3.0.2/build.sh
new file mode 100755
index 0000000000000000000000000000000000000000..b9b837573156d34a9ae9710bdbf75b89e617e71c
--- /dev/null
+++ b/src/singularity_modules/deeptools/3.0.2/build.sh
@@ -0,0 +1,3 @@
+#/bin/sh
+sudo singularity build --force bin/deeptools:3.0.2.sif src/singularity_modules/deeptools/3.0.2/deeptools.def
+singularity sign bin/deeptools:3.0.2.sif
diff --git a/src/singularity_modules/deeptools/3.0.2/deeptools.def b/src/singularity_modules/deeptools/3.0.2/deeptools.def
new file mode 100644
index 0000000000000000000000000000000000000000..dc8fbdca863c92e777b3a09237f3439e69f6beba
--- /dev/null
+++ b/src/singularity_modules/deeptools/3.0.2/deeptools.def
@@ -0,0 +1,27 @@
+Bootstrap: docker
+From: debian:stretch
+
+%labels
+MAINTAINER Laurent Modolo
+
+%post
+DEEPTOOLS_VERSION=3.0.2
+PACKAGES="build-essential \
+             python3-pip \
+             python3-setuptools \
+             python3-dev \
+             python3-wheel \
+             zlib1g-dev \
+             libcurl4-gnutls-dev"
+
+apt-get update && \
+apt-get install -y --no-install-recommends ${PACKAGES} && \
+apt-get clean
+
+pip3 install deeptools==${DEEPTOOLS_VERSION}
+
+%environment
+export DEEPTOOLS_VERSION=3.0.2
+
+%runscript
+exec /bin/bash "$@"
diff --git a/src/singularity_modules/deeptools/3.1.1/build.sh b/src/singularity_modules/deeptools/3.1.1/build.sh
new file mode 100755
index 0000000000000000000000000000000000000000..07c3840c59da958473496abe2921331027b35455
--- /dev/null
+++ b/src/singularity_modules/deeptools/3.1.1/build.sh
@@ -0,0 +1,3 @@
+#/bin/sh
+sudo singularity build --force bin/deeptools:3.1.1.sif src/singularity_modules/deeptools/3.1.1/deeptools.def
+singularity sign bin/deeptools:3.1.1.sif
diff --git a/src/singularity_modules/deeptools/3.1.1/deeptools.def b/src/singularity_modules/deeptools/3.1.1/deeptools.def
new file mode 100644
index 0000000000000000000000000000000000000000..366b6218020116097819a2d519e99c7c6c1904e9
--- /dev/null
+++ b/src/singularity_modules/deeptools/3.1.1/deeptools.def
@@ -0,0 +1,27 @@
+Bootstrap: docker
+From: debian:stretch
+
+%labels
+MAINTAINER Laurent Modolo
+
+%post
+DEEPTOOLS_VERSION=3.1.1
+PACKAGES="build-essential \
+             python3-pip \
+             python3-setuptools \
+             python3-dev \
+             python3-wheel \
+             zlib1g-dev \
+             libcurl4-gnutls-dev"
+
+apt-get update && \
+apt-get install -y --no-install-recommends ${PACKAGES} && \
+apt-get clean
+
+pip3 install deeptools==${DEEPTOOLS_VERSION}
+
+%environment
+export DEEPTOOLS_VERSION=3.0.2
+
+%runscript
+exec /bin/bash "$@"