Isolated from the influence of larger galaxies like the Milky Way and Andromeda, Leo P formed stars early on, and then stopped shortly after a period known as the Epoch of Reionization.
Most dwarf galaxies with star formation that shuts down, never resume it. Unusually Leo P did start forming new stars again.