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Context
The Ashby driver (src/ats/ashby.py) answers work-auth/sponsorship via _fill_yesno_fields, which locates widgets by Ashby
s hashed CSS-module class tokens ([class*= _yesno ], closest( [class*= ...
enhancement
Implement MCDropoutPredictor — uncertainty estimation
Context
Slice issue. MCDropoutPredictor is a direct subclass of BasePredictor (not Classifier) because it loads only the
MC-Dropout ONNX and never ...
Stream P-SIMD — track P, tier 3, effort L, milestone M11.
SIMD-vectorized batch evaluator (one tape over packed lanes)
Depends on: P-BATCH · Branch: stream/P-SIMD-perf-simd · Worktree: .claude/worktrees/tsd-P-SIMD ...
stream
tier:3
track:P
Implement Explainer — Score-CAM saliency
Context
Slice issue. Explainer inherits from Classifier (from the Classifier slice issue), so it gets predict() and from_path()
/ from_registry() for free. This ...
Stream P-GPU — track P, tier 3, effort XL, milestone M11.
GPU ensemble backend (wgpu, cross-vendor)
Depends on: P-BATCH · Branch: stream/P-GPU-perf-gpu-ensemble · Worktree: .claude/worktrees/tsd-P-GPU ...
stream
tier:3
track:P
Goal
Convert the view-switching nav into a React-controlled tab bar that conditionally renders the Board or Analytics view.
Acceptance Criteria
- [ ] ViewNav component renders two buttons: Board View ...
Stream K-SINDY — track K, tier 3, effort XL, milestone M10.
Sparse identification of nonlinear dynamics (SINDy + weak/PI variants)
Depends on: src/tsdynamics/datadriven/sindy/** ; tests/test_sindy.py ...
stream
tier:3
track:K
Implement Classifier — deterministic prediction
Context
Slice issue building on the skeleton introduced in the bootstrap issue. Implements Classifier(BasePredictor) with
predict() and the shared base ...
Stream K-FORECAST — track K, tier 3, effort M, milestone M10.
Delay-coordinate forecasting analog methods (public API + HAVOK)
Depends on: src/tsdynamics/datadriven/forecast/** ; tests/test_forecast.py ...
stream
tier:3
track:K
Stream K-DMD — track K, tier 3, effort L, milestone M10.
Dynamic Mode Decomposition Koopman (Extended DMD)
Depends on: src/tsdynamics/datadriven/dmd/** ; tests/test_dmd.py ; docs/analysis/dmd.md · Branch: ...
stream
tier:3
track:K

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