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For example, nowadays Java provides an installer for Linux (deb and rpm) but still I prefer to install it manually. On the other hand, personally I prefer to install a software manually because it gives more control over what goes where. In case of Eclipse, the Eclipse foundation does not offer its own repository. Most of the times you can install a software using single command (for example Gimp or LibreOffice) because the software creators also provide Linux installers and repositories. This article helps you to install it for all users and creates a shortcut in the start menu. You can download and extract the file and just start using it. years ago when I was a Windows user I did download the zip file and extracted it somewhere and created a desktop shortcut). Eclipse is really a portable application (doesn't matter whatever the OS is.

How to use eclipse installer