OpenPhase / llps /metadata /data_dictionary.md
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Add PhaseFlow training data packages (llps, dpr, peptide).
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Data Dictionary

Training data

File Unit of observation Required keys Description
data/proteins.parquet protein sequence protein_id, sequence_sha256 Canonical training protein sequences, sequence lengths, and accession fields.
data/training_units.parquet protein training record protein_id, sequence_sha256 LLPS labels, weights, evidence roles, source/protocol metadata, and teacher-derived scalar covariates.
data/training_plan/batch_plan_epoch_*.parquet planned batch placement dataset_index, plan_dataset_index, protein_id, sequence_sha256 Fixed three-epoch 8-GPU batch protocol.

Join training_units.parquet to proteins.parquet on both protein_id and sequence_sha256. A training-plan row must resolve by dataset_index and plan_dataset_index to the same protein_id and sequence_sha256 in training_units.parquet; do not treat plan indices as stable external identifiers.

Evaluation benchmark

File Unit of observation Description
benchmark/proteins.csv benchmark protein Evaluation sequences, labels, conditions, and source text.
benchmark/constructs.csv assay construct Experimental construct sequences, labels, conditions, and source text. The first two rows encode the original header representation; the release copy is UTF-8 after a lossless GB18030-to-UTF-8 transcode.
benchmark/panel_membership.csv panel-protein membership Named evaluation panels, labels, classes, dataset tokens, and descriptions.

The entire benchmark/ directory is evaluation-only. Do not include its records in fitting, threshold optimization, or checkpoint selection for benchmark reporting.

Configuration and integrity metadata

configs/dataset_contract.yaml and configs/training.yaml document the public package contract and training settings. metadata/feature_reproduction.md defines the source-first feature policy. metadata/file_inventory.csv lists every package file other than itself with byte size and SHA-256 digest.