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Fix index range error and refactor get_training_batch method #133

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@lnfu lnfu commented Oct 1, 2024

  • Corrected the index range check from (len(self.training_indices) + 1) to avoid potential out-of-bounds errors.
  • Eliminated unnecessary length checks.

- Corrected the index range check from (len(self.training_indices) + 1) to avoid potential out-of-bounds errors, which was theoretically problematic.
- Refactored the logic for updating the current state to improve readability.
- Simplified batch index calculation and eliminated unnecessary length checks, addressing edge cases more robustly.
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