Smoothing APIs

[dmarx]

Earlier implementation had a context window decorator.

Current implementation abstracts away all the considerations by only assuming that the inner function satisfies the signature (k, curve). I feel like it might be useful to provide separate APIs to facilitate locally constrained smoothing vs. global context smoothing. e.g. parameterize a LOWESS by separately defining the weight kernel and a constraint on the support of the bandwidth.