diff --git a/Dockerfile.template b/Dockerfile.template
index 2ec4f72..9074492 100644
--- a/Dockerfile.template
+++ b/Dockerfile.template
@@ -2,6 +2,12 @@ from python:{{PYVERSION}}
 
 MAINTAINER J. Fernando Sánchez <jf.sanchez@upm.es>
 
+RUN apt-get update && apt-get install -y \
+libblas-dev liblapack-dev liblapacke-dev gfortran \
+ && rm -rf /var/lib/apt/lists/*
+
+RUN pip install --upgrade numpy scipy scikit-learn
+
 RUN mkdir /cache/ /senpy-plugins /data/
 
 VOLUME /data/
diff --git a/test-requirements.txt b/test-requirements.txt
index bd8891e..a6f034d 100644
--- a/test-requirements.txt
+++ b/test-requirements.txt
@@ -1,4 +1,6 @@
 mock
 pytest-cov
 pytest
+scikit-learn
+numpy
 gsitk