Is there such a thing as a business loan from the government for single fathers?

There is no specific loans for just being a single father. You can look into SBA , small business association loans. Or regular loans form the bank to start a business.

The U.S. Small Business Administration | SBA.gov

Also many people start small business small part time and grow it.