Run the following:

$ sudo add-apt-repository ppa:staticfloat/julia-deps
$ sudo apt-get update
$ sudo apt-get install julia

The additional repo contains Julia dependencies for Ubuntu 12.04 (found 
here: https://launchpad.net/~staticfloat/+archive/julia-deps/)



$ sudo add-apt-repository ppa:staticfloat/juliareleases
> $ sudo apt-get update
> $ sudo apt-get install julia
>
>
> I got these errors with dependecies:
>
> prokop@prokop-Precision-T1500:~$ sudo apt-get install julia
> Reading package lists... Done
> Building dependency tree       
> Reading state information... Done
> Some packages could not be installed. This may mean that you have
> requested an impossible situation or if you are using the unstable
> distribution that some required packages have not yet been created
> or been moved out of Incoming.
> The following information may help to resolve the situation:
>
> The following packages have unmet dependencies:
>  julia : Depends: libopenblas-base but it is not going to be installed or
>                   libblas3 but it is not installable or
>                   libatlas3-base but it is not installable
>          Depends: liblapack3 but it is not going to be installed or
>                   libatlas3-base but it is not installable
>          Depends: libcholmod1.7.1 but it is not going to be installed
>          Depends: libarpack2 but it is not going to be installed
> E: Unable to correct problems, you have held broken packages.
>
> I'm not able to install any of these libraries either manually, for 
> example when I try to install  libarpack2 in software center I got this
>
> libarpack2: Depends: libatlas3-base but it is not going to be installed
>             Depends: libgfortran3 (>= 4.6) but 4.6.3-1ubuntu5 is to be 
> installed
> or with Blass
> libatlas-base-dev: Depends: libatlas3gf-base (= 3.8.4-3build1) but 
> 3.8.4-3build1 is to be installed
> libopenblas-base: Depends: libc6 (>= 2.4) but 2.15-0ubuntu10.5 is to be 
> installed
>
> I'm also not able to install neither julia in software center
> julia: Depends: libc6 (>= 2.15) but 2.15-0ubuntu10.5 is to be installed
>        Depends: libgcc1 (>= 1:4.1.1) but 1:4.6.3-1ubuntu5 is to be 
> installed
>        Depends: libgfortran3 (>= 4.6) but 4.6.3-1ubuntu5 is to be installed
>        Depends: libreadline6 (>= 6.0) but 6.2-8 is to be installed
>        Depends: libstdc++6 (>= 4.6) but 4.6.3-1ubuntu5 is to be installed
>        Depends: libpcre3 (>= 8.31) but 1:8.31-2~precise1 is to be 
> installed 
>
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