On a regular basis, no.
Apple will allow a one-time courtesy redownload of all your material, but this has to be done via email correspondence with customer service.
Also, take not that sometimes stuff is removed from the iTunes store. For instance, when I used my redownload, it was when NBC material was off the store, and thus any NBC material (Like Monk) was not redownloaded.