X-Stream requires boost to work. To build and install X-Stream just run:
$ make
$ make install
The default installation prefix is /usr/local. You can change this to prefix PREFIX by running:
$ make install prefix=PREFIX
Alternating Least Squares algorithm in X-Stream requires additional dependencies. Because of this, it is commented out in the code. It requires the LAPACK linear algebra library and boost numeric bindings to be able to use it.
To install the LAPACK library on Debian/Ubuntu run:
$ apt-get install liblapack-dev
You can get boost numeric bindings from http://mathema.tician.de/software/boost-numeric-bindings. Either check out from the git repository or download a ready-made archive and unpack it. Then run:
$ cd boost-numeric-bindings
$ ./configure
$ make install
X-Stream Makefile assumes bindings are installed with the default prefix /usr/local. If you change this, adapt the Makefile accordingly.
Finally, uncomment the lines related to ALS in benchmark/driver.cpp and the following line in the Makefile: SYSLIBS += -llapack, and run make again.