Once you have installed the Ethereum wallet, you can select either the test network or the main network, on launching the wallet. The main network is the public homestead and the test network which is public ropsten network.
And, the blocks are downloaded from the peers, so if you want to launch a private network for yourself , you have to configure your client with a custom network ID and a genesis file.