Uninstalling Command Line Programs

I've searched these forums and the internet for an answer to this, but there doesn't seem to be anything out there, so I hope this will be helpful to others as well.
I have some open source command line programs that I downloaded, compiled, and installed as part of some exercises I was doing in a book on open source GIS (geographic information systems). What I want to know is how do I remove those programs? I can find references for compiling and installing these types of programs all over the internet, but nothing about removing or uninstalling them.
Also, any ideas for good, up-to-date references on learning Unix in Mac OS X would be appreciated too. I'd like to get more into open source GIS, but from the research I've been doing, knowing Unix would help a lot.

What process did you use to compile and install? Was it a configure, make, make install sequence, which is fairly common? If so, go back to the directory where you did that, and try, for example, 'make uninstall'. This might work.
Look for output files from the compile and install process (perhaps config.log) that might tell you where files will be installed. Perhaps in /usr/local?
Is there a README or INSTALL file that came with the source code? Documentation about what was installed where might be there.
If worst comes to worst, and you're really determined, you could repeat the compile and install steps, but with a before and after listing of all the files in your system, and compare the listings. Or use the find command immediately after the reinstall, looking for recently created or changed files (the 'mtime' option or similar).

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