Removing Email Address Required Field for Anonymous Users in Drupal Commerce
You can disable Account info section by dragging it to disable section by visiting page 'admin/commerce/config/checkout'.

As in the screenshot Account Information is in Disabled instead of Checkout which is default configuration.


But remember there is a default rule which tries to create an account for anonymous user using the email id, you might have to disable it, or may have to turn in conditional.