sudo apt-get install gcc g++ gfortran make libblas-dev liblapack-dev libpcre3-dev libarpack2-dev libcurl4-gnutls-dev epstool libfftw3-dev transfig libfltk1.3-dev libfontconfig1-dev libfreetype6-dev libgl2ps-dev libglpk-dev libreadline-dev gnuplot libgraphicsmagick++1-dev libhdf5-serial-dev openjdk-7-jdk libsndfile1-dev llvm-dev lpr texinfo libglu1-mesa-dev pstoedit libjack0 libjack-dev portaudio19-dev libqhull-dev libqrupdate-dev libqscintilla2-dev libqt4-dev libqtcore4 libqtwebkit4 libqt4-network libqtgui4 libsuitesparse-dev zlib1g-dev libxft-dev autoconf automake bison flex gperf gzip librsvg2-bin icoutils libtool perl rsync tar libosmesa6-dev libqt4-opengl-dev
wget ftp://ftp.gnu.org/gnu/octave/octave-4.0.0.tar.gz
tar xf octave-4.0.0.tar.gz
rm octave-4.0.0.tar.gz
cd octave-4.0.0/
./configure
make -j4
sudo make install
I found this help on askubuntu.com
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