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95d9557 | 1 2 3 4 5 6 7 8 | # Feature Reconstruction
This source-first release excludes precomputed embeddings, graph tensors, structural features, and packed feature caches. Reconstruct all derived features from `data/proteins.parquet` using the published PhaseFlow preprocessing workflow and documented pretrained components. Keep generated caches outside this package so the release inventory stays immutable.
Bind regenerated features to both `protein_id` and `sequence_sha256`, and verify sequence length before cache reuse. The fixed files in `data/training_plan/` are training-protocol metadata, not feature caches. Validate their identity against `data/training_units.parquet` before creating multi-device batch inputs.
`benchmark/` provides evaluation inputs only. Inference may require freshly generated features for benchmark sequences, but benchmark records must not enter the training or model-selection workflow.
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