Yellow Mushrooms or are they Toadstools?

I have now got another crop of these beautiful plants. I have taken all the old ones out and I found at least eight tiny new ones sprouting away underneath them. The new ones have come out and the look just as beautiful as the last lot.

Does anyone one know anything about them?

I find them fascinating and very colourful.