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README.md
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---
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pretty_name: Protein Conformational Dynamics Embeddings
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license: other
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task_categories:
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- tabular-classification
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tags:
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- protein
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- protein-embeddings
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- structural-biology
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- conformational-dynamics
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---
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# Protein Conformational Dynamics Embeddings
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This dataset contains 8,598 protein sequences with operational dynamic or static labels, provenance, homology-aware frozen train/validation/test assignments, and residue-level embeddings used in the associated study.
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The class balance is 4,289 dynamic and 4,309 static proteins.
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## Files
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- `manifest.csv` and `manifest.parquet` contain the same protein-level records and exact shard/member locations.
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- `embeddings/esmfold/*.tar` contains 8,598 ESMFold folding-trunk embeddings with width 1,024.
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- `embeddings/bioemu/*.tar` contains 8,572 BioEMU AlphaFold2 Evoformer single embeddings with width 384.
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- `embeddings/bioemu-no-msa/*.tar` contains 8,572 query-only BioEMU embeddings with width 384.
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- `checksums.sha256` records SHA-256 checksums for every published file.
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Each tar archive is flat and contains files named by sequence SHA-256.
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The manifest identifies the archive and member for every available representation.
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BioEMU is unavailable for 26 proteins, which is recorded explicitly rather than imputed.
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Randomly initialized trunk embeddings are not part of this release.
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ESM2 3B embeddings are not included in this initial upload because their local artifacts were unavailable for verification.
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## Splitting and reuse
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Use the provided `split` and `homology_group_id` fields for the frozen homology-aware evaluation.
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Do not make random row-level splits when comparing with the reported results.
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Labels are operational dataset annotations based on the evidence and screening procedures described by their source provenance, not universal experimental proof of rigidity or motion.
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## Licensing
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The project-authored manifest and annotations are released under CC BY 4.0.
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Underlying sequences, identifiers, derived embeddings, and source-linked metadata retain the terms and attribution requirements of their originating resources and model licenses.
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Users are responsible for complying with those upstream terms.
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Repository: `archiitecture/dynamic-proteins`.
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