v1.0.9-alpha

Bump versions of various dependencies and drop support for Python 3.6 and 3.7

Fixes confidence interval bug

The confidence interval was not correctly being divided by two, this fixes that

Removes dependency on Pymc3 and replaces it with scipy and numpy

This locks dependency versions in order to prevent breaking changes from these dependencies. Removes Pymc3 which will dramatically speed up runtimes, reducing them by as much as 98%. This removes a lot of overhead and complexity that was unnecessary for this package.

fix release issue

i messed up the release pipline so this will unfortunately have to go from 1.0.4 to 1.0.6

Small documentation changes

largely documentation changes and some small refactoring

Initial Alpha Release

This is the first published release while in Alpha.