You can now configure which events you would like to notified about on GitHub. Click 'custom' from the watch menu on any repository and select the types of events you would like to be notified about:

Demonstration of a user selecting 'discussions' from the new custom option within the watch menu

Read more about configuring your notifications

Manage your repository subscriptions at