Fedora Core 5

yum install cfitsio libstdc++ compat-libf2c-32 boost python-matplotlib-tk python-numarray lapack blas ipython

Binary packages

For standard fedora

wget http://www.atnf.csiro.au/pub/software/asap/current/asap-2.1.0-fc5.tar.bz2

for 64bit fedora

wget http://www.atnf.csiro.au/pub/software/asap/current/asap-2.1.0-fc5-x86_64.tar.bz2

tar jxf asap-2.1.0-fc5.tar.bz2
cd asap-2.1.0-fc5
su
./install

or

tar jxf asap-2.1.0-fc5-x86_64.tar.bz2
cd asap-2.1.0-fc5-x86_64
su
./install

From source

You need to install the corresponding "-devel" packages.

As root