Am I guess correct to assume that you could not use sklearn/scikit as well because it depends on SciPy? (I am under the impression that sklearn/scikit is the dominant library for an implementation of these algorithms.)
That is correct. I had to generate confidence intervals on over 8000 univariate data sets using very small VMs, so I needed to limit large dependancies as much as I could. This package was the result of this!