Related to #2114: reformat docstrings in the 'distributed' folder #2218
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Related to #2114
Description:
part 3 of 7, reformat docstrings in the 'distributed' folder, make sure all examples have "Examples:" header, move "Args:" block to the top of method documentation
Check list: