bottleneck_distance takes a parameter called e, while BottleneckDistance names it epsilon.

    pairwise_persistence_diagram_distances(l, e=0.00001)
    BottleneckDistance(epsilon=0.00001).fit_transform(l)

so we end up with confusing name changes depending on the exact syntax.