Possible reasons:
1) Dirty substrate
2) Dirty filter/improper filtration
3) Algal/bacterial bloom (as Fiddlesticks said)
4) Someone chucking somthing in it without your being aware
5) The fish are mating
6) Dirty water
Give us more info, eg tests you've done