ml4aad

Machine Learning for Automated Algorithm Design

Installation

First of all, install Python3.6 and its dev files:

$ sudo add-apt-repository ppa:deadsnakes/ppa
$ sudo apt-get update
$ sudo apt-get install python3.6
$ sudo apt-get install python3.6-dev
$ sudo apt-get install python3.6-tk

Install swig3.0:

$ sudo apt-get remove swig
$ sudo apt-get install swig3.0
$ sudo ln -s /usr/bin/swig3.0 /usr/bin/swig

Create a virtualenv with Python3.6 in the project root:

$ virtualenv -v python3.6 venv
$ source venv/bin/activate

Install required packages:

$ pip install Cython
$ pip install pyrfr==0.8.0 --no-cache
$ pip install numpy scipy sklearn

Install SMAC3 from my own repository to avoid the bug with pyrfr:

$ pip install git+https://github.com/angellandros/SMAC3.git@development