Will canaries lay eggs if there is no male?

no not really.

Well, I do know that there is a particular kind of fish that, when the need is really high, a female can change itself into a male (with male genitalia), mate with the female and therefore lay eggs. However, this only suits the question when the transsexual fish is to be considered a female.