Installation

System Requirements

SMAC has the following system requirements:

  • Linux operating system (for example Ubuntu),

  • Python (>=3.5.2).

  • C++ compiler (with C++11 supports) and SWIG (version 3.0 or later)

To install the C++ compiler and SWIG system-wide on a linux system with apt, please call:

sudo apt-get install build-essential swig

If you use Anaconda, you have to install both, gcc and SWIG, from Anaconda to prevent compilation errors:

conda install gxx_linux-64 gcc_linux-64 swig

Installation from pypi

To install SMAC3 from pypi, please use the following command on the command line:

# First install all requirements
curl https://raw.githubusercontent.com/automl/smac3/master/requirements.txt | xargs -n 1 -L 1 pip install
pip install smac

If you want to install it in the user space (e.g., because of missing permissions), please add the option --user or create a virtualenv.

Manual Installation

To install SMAC3 from command line, please type the following commands on the command line:

git clone https://github.com/automl/SMAC3
cd SMAC3
cat requirements.txt | xargs -n 1 -L 1 pip install
pip install .