BUG: Having trouble with git.
BUG:  Reconstruct with original index.
TST: test for scipy methods
better checking for index argument.
Implement scipy methods.
REF: factor out common under if statements.
DOC: limit docstring
TST: Add test for limit
add bounds_error argument. fix index overriding

add dataframe tests

hack