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jedarden af0dc8a5b5 docs: document Phase 7 completion - presence prediction implementation
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>
2026-04-09 10:17:32 -04:00
.beads feat: add self-improving localization REST API 2026-04-09 10:06:06 -04:00
.github/workflows feat: wire anomaly detection & security mode API endpoints 2026-04-07 15:09:34 -04:00
.marathon ci: set VERSION to 0.1.0 for image build 2026-04-06 08:53:25 -04:00
dashboard feat: add self-improving localization REST API 2026-04-09 10:06:06 -04:00
docs init: spaxel project — docs, plan, and marathon infrastructure 2026-03-26 06:43:25 -04:00
firmware feat: implement firmware LED blink handler for identify command 2026-04-09 07:01:42 -04:00
mothership feat: add self-improving localization REST API 2026-04-09 10:06:06 -04:00
tests/e2e feat: complete anomaly detection & security mode dashboard UI 2026-04-07 15:50:25 -04:00
.dockerignore feat(deploy): Docker packaging with multi-stage build and compose orchestration 2026-03-26 07:46:15 -04:00
.gitignore feat(deploy): Docker packaging with multi-stage build and compose orchestration 2026-03-26 07:46:15 -04:00
.needle-predispatch-sha feat: add self-improving localization REST API 2026-04-09 10:06:06 -04:00
.needle.yaml feat: trigger CI build and verify deployment 2026-04-06 09:54:08 -04:00
docker-compose.yml feat(deploy): Docker packaging with multi-stage build and compose orchestration 2026-03-26 07:46:15 -04:00
Dockerfile feat: implement comprehensive /healthz endpoint 2026-04-07 11:09:36 -04:00
PROGRESS.md docs: document Phase 7 completion - presence prediction implementation 2026-04-09 10:17:32 -04:00
VERSION ci: auto-bump version to 0.1.100 2026-04-09 14:06:14 +00:00