Amazon EventBridge now supports AWS CloudFormation for creating and configuring EventBridge resources — along with the rest of your AWS infrastructure—in a secure, efficient, and repeatable way. 

from Recent Announcements https://aws.amazon.com/about-aws/whats-new/2019/10/amazon-eventbridge-supports-aws-cloudformation/