split_at(num_samples=None) will give too few samples for real data

[moorepants]

If num_samples=None in the split_at method, then the shortest step (fewest number of samples) is used for the output number of samples. This works fine if all steps are similar length but if one step has incorrect heelstrike times then you can get steps with too few data points.