How can a person with horrible credit and little money down purchase a home with so many homes in distress?

I live in the Washington, DC area and I want to purchase a home since there are so many homes in foreclosure now and the prices are becoming affordable for someone with a single income like myself. How can I purchase with little money down and horrible credit after losing a home to foreclosure myself two years ago?
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