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Document the complete presence prediction system implementation for Home Assistant integration with: - Per-person transition probability tracking with Laplace smoothing - Per-zone occupancy patterns from historical data - Time-slot based predictions via Monte Carlo simulation - HA sensor exposure with auto-discovery (3 sensors per person) - Accuracy tracking targeting >75% at 15-minute horizon All acceptance criteria for presence prediction have been met. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com> |
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