archiitecture commited on
Commit
bfcfd58
·
verified ·
1 Parent(s): 561d30d

Upload README.md

Browse files
Files changed (1) hide show
  1. README.md +44 -0
README.md ADDED
@@ -0,0 +1,44 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ pretty_name: Protein Conformational Dynamics Embeddings
3
+ license: other
4
+ task_categories:
5
+ - tabular-classification
6
+ tags:
7
+ - protein
8
+ - protein-embeddings
9
+ - structural-biology
10
+ - conformational-dynamics
11
+ ---
12
+
13
+ # Protein Conformational Dynamics Embeddings
14
+
15
+ 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.
16
+ The class balance is 4,289 dynamic and 4,309 static proteins.
17
+
18
+ ## Files
19
+
20
+ - `manifest.csv` and `manifest.parquet` contain the same protein-level records and exact shard/member locations.
21
+ - `embeddings/esmfold/*.tar` contains 8,598 ESMFold folding-trunk embeddings with width 1,024.
22
+ - `embeddings/bioemu/*.tar` contains 8,572 BioEMU AlphaFold2 Evoformer single embeddings with width 384.
23
+ - `embeddings/bioemu-no-msa/*.tar` contains 8,572 query-only BioEMU embeddings with width 384.
24
+ - `checksums.sha256` records SHA-256 checksums for every published file.
25
+
26
+ Each tar archive is flat and contains files named by sequence SHA-256.
27
+ The manifest identifies the archive and member for every available representation.
28
+ BioEMU is unavailable for 26 proteins, which is recorded explicitly rather than imputed.
29
+ Randomly initialized trunk embeddings are not part of this release.
30
+ ESM2 3B embeddings are not included in this initial upload because their local artifacts were unavailable for verification.
31
+
32
+ ## Splitting and reuse
33
+
34
+ Use the provided `split` and `homology_group_id` fields for the frozen homology-aware evaluation.
35
+ Do not make random row-level splits when comparing with the reported results.
36
+ 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.
37
+
38
+ ## Licensing
39
+
40
+ The project-authored manifest and annotations are released under CC BY 4.0.
41
+ Underlying sequences, identifiers, derived embeddings, and source-linked metadata retain the terms and attribution requirements of their originating resources and model licenses.
42
+ Users are responsible for complying with those upstream terms.
43
+
44
+ Repository: `archiitecture/dynamic-proteins`.