The Eclipse part is easy. Just unzip Eclipse on your USB.
You'll have to install Java to your USB. Afterwards, go into Eclipse Window -> Preferences; Java -> Installed JREs and make sure your Java JRE or JDK is listed and the default.
Create your workspace on the USB, and you should be ready to go.