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