To install i2p just follow these instructions.
sudo apt-get install i2p
Which will install i2p and any other packages on which it depends.
|Description||I2P anonymous network applications can use to securely communicate. All data is wrapped with several layers of encryption, and the network is both distributed and dynamic, with no trusted parties.|