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pre-commit run --all-files
with no errorsThis PR:
Variable
class and eliminates theAffineScalarFunc.derivatives
property.AffineScalarFunc
class is renamed toUFloat
withAffineScalarFunc
left as a legacy name.LinearCombo
class is refactored into theUCombo
class but the architectural role is similar: track the uncertainties ofUFloat
objects as a lazily expanded combination of objects with uncertaintyUAtom
object is introduced as the fundamental element which captures uncertainty. EachUAtom
models a random variable with zero mean and unity standard deviation/variance. EachUAtom
has auuid
and allUAtom
are mutually statistically independent. The expanded version of theUCombo
mapsdict[UAtom, float]
.For more detail/discussion see #251 (comment)
Note that as of the time opening this PR the PR is still a work in progress. Not all elements in the bullet list above are implemented and a good handful of tests are still failing.