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+FROM ubuntu
+
+# System requirements
+RUN apt-get update && apt-get install -y \
+  build-essential \
+  curl \
+  python3-pip \
+  swig \
+  && rm -rf /var/lib/apt/lists/*
+
+# Upgrade pip then install dependencies
+RUN pip3 install --upgrade pip
+RUN curl https://raw.githubusercontent.com/automl/auto-sklearn/master/requirements.txt \
+  | xargs -n 1 -L 1 pip3 install
+
+# Install
+RUN pip3 install \
+  auto-sklearn \
+  jupyter