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CHANNEL_UNITS in hf_config.py mislabels stored data scale (HR is Hz, not bpm)
bugSomething isn't workingSomething isn't workingdocumentationImprovements or additions to documentationImprovements or additions to documentationStatus: Open.#102 In AshleyLab/OpenMHC;Performance footguns: per-call tracemalloc, repeated dataset/parquet reloads, path-keyed caches
performancePerformance and scalability improvementsPerformance and scalability improvementsStatus: Open.#99 In AshleyLab/OpenMHC;Umbrella: dead code + drifted duplication inventory
enhancementNew feature or requestNew feature or requestStatus: Open.#98 In AshleyLab/OpenMHC;Umbrella: fail-loud violations — swallowed exceptions and silent defaults across the eval + publishing pipeline
bugSomething isn't workingSomething isn't workingmedium priorityMedium priorityMedium priorityStatus: Open.#96 In AshleyLab/OpenMHC;Packaging hygiene beyond #17: generic top-level packages, undeclared pyyaml, missing pandas<3 cap
bugSomething isn't workingSomething isn't workingmedium priorityMedium priorityMedium priorityStatus: Open.#95 In AshleyLab/OpenMHC;No CI + zero tests on the stages that define the benchmark (masking generators, Track 3 metric math, split disjointness)
enhancementNew feature or requestNew feature or requesthigh priorityHigh priorityHigh priorityStatus: Open.#94 In AshleyLab/OpenMHC;upload_leaderboard_substrate: silent overwrite of existing entries; forecasting bypasses all validation; wrong-file fallback
bugSomething isn't workingSomething isn't workingStatus: Open.#93 In AshleyLab/OpenMHC;openmhc: harden archive extraction — tarfile.extractall without filter="data", no checksum validation of downloads
bugSomething isn't workingSomething isn't workingStatus: Open.#92 In AshleyLab/OpenMHC;openmhc: evaluate_imputation(version="full", max_samples=N) crashes with an obscure IndexError
bugSomething isn't workingSomething isn't workingmedium priorityMedium priorityMedium priorityStatus: Open.#91 In AshleyLab/OpenMHC;openmhc: _ensure_labels_env silently pins the process to the first dataset root
bugSomething isn't workingSomething isn't workingmedium priorityMedium priorityMedium priorityStatus: Open.#90 In AshleyLab/OpenMHC;Track 3: ZeroToNaNTransform heuristics are inert when applied to full multi-month trajectories
bugSomething isn't workingSomething isn't workingmedium priorityMedium priorityMedium priorityStatus: Open.#89 In AshleyLab/OpenMHC;Track 3: resume-skip keyed only on file existence — silently serves stale or partial predictions
bugSomething isn't workingSomething isn't workingmedium priorityMedium priorityMedium priorityStatus: Open.#88 In AshleyLab/OpenMHC;