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ruvnet / RuView UNCLAIMED

π RuView: WiFi DensePose turns commodity WiFi signals into real-time human pose estimation, vital sign monitoring, and presence detection — all without a single pixel of video.

0 0 97 Rust

feat(nn): ADR-146 RF encoder multi-task heads + uncertainty (#850)

- nn/rf_encoder.rs (forward-looking; extends ADR-024 AETHER):
  - RfEmbedding (256-d pure-Rust f32 ABI), TaskKind (7 heads)
  - LinearHead: W*emb+b + separate log-variance projection → HeadOutput with
    softplus uncertainty + confidence(); MultiTaskHeads.forward_subset() for
    ADR-145 ablation toggling
  - calibration_robustness_loss (ADR-135 invariance), triplet_loss (ADR-024)
  - ContrastiveBatcher: deterministic cross-environment positive / different-
    state negative triplet sampling (ADR-027 MERIDIAN)
- 7 tests; workspace 0 errors

Co-Authored-By: claude-flow <ruv@ruv.net>
R
ruv committed
f18b096f2f200ae98618a72c6218a83d60c8ca86
Parent: 0f336b7