In most cases, Home Depot will start putting out Christmas trees sometime in October, depending on their stock and the demand for holiday merchandise. However, it can vary depending on the location and the individual store's policies. Some stores may begin stocking them earlier, while others may wait until later in the season. It's best to check with your local Home Depot or visit their website to find out more information on when they will be putting out Christmas trees.