From a popup on their website:
Though it looks like their website is yet to be fully updated with more details, the museum & butterfly house will require pre-booked tickets like before.
Tickets have been on sale since December 1st at https://www.horniman.ac.uk/plan-your-visit/ticket-information/, though I guess they are still very popular given the problems they are reportedly experiencing with the online ticketing system.