LightAttentionMembrane
Protein membrane association prediction at sequence level.
Summary
- Model name:
LightAttentionMembrane - Task: Prediction of protein membrane association
- Protocol:
residues_to_class - Embedder:
Rostlab/prot_t5_xl_uniref50 - Model size: Not specified
Outputs
membrane
- Description: Protein membrane association
- Output type:
per_sequence - Value type:
str
| Class | Meaning |
|---|---|
Membrane | Protein is associated with membranes |
Soluble | Protein is soluble and not membrane-associated |
References
- Authors: Stärk, Hannes; Dallago, Christian; Heinzinger, Michael; Rost, Burkhard
- Model link: github.com/HannesStark/protein-localization
- Citation: doi.org/10.1093/bioadv/vbab035
- License:
MIT - Training data: data.bioembeddings.com/public/design