Hello @dpernes
I think it is most common to give the expression for the log likelihood in “one go” in that you do not compute dLdp.
The weights of your components will sum to one, so you can compute the per-component log likelihoods and then do the usual log-sum-exp stabilisation to safely get from per-component log likelihood to the full one.
Best regards
Thomas