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updates to weighted sampling

Scott Workman requested to merge fix/weighted_sampling into main
  • revert positive/negative logic for splitting
  • rename lingering instances of NestedPool
  • use spatial window of target to identify contained annotations
  • add test case
Edited by Scott Workman

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