Trump did issue a statement:
"Muslims in the United States joined those around the world during the holy month of Ramadan to focus on acts of faith and charity," Trump's statement read. "During this holiday, we are reminded of the importance of mercy, compassion, and goodwill. With Muslims around the world, the United States renews our commitment to honor these values. Eid Mubarak"
From my research I discovered that Jefferson also held a dinner for a Muslim ambassador to the US back in 1805. The dinner wasn't planned as a celebration of the holiday but the time of the dinner was changed so that the ambassador could honor his religious traditions.
Other than that the only presidents I could find mention of that held a dinner to celebrate this Muslim holiday were Clinton, Bush, and Obama. Hardly a long-time tradition.
We are a Christian country therefore I think that only Christian holidays should be officially celebrated by the WH.