Published September 6, 2025
| Version 0.1
Model
Open
Avian influenza genomic feature sets and trained zoonotic predictor stack models associated with Brierley et al., 'An AI for AI..'
Description
S3/
├─ analysis/
│ ├─ stacks_weight/ 13 trained stack ensemble models predicting zoonotic status of avian influenza virus sequences, each holding out the named subtype
├─ data/
│ ├─ full/
│ │ ├─ mlready/ 12 * 8 rds data files containing each calculated genomic and proteomic feature set for each segment/gene/protein of avian influenza virus sequences
Files
feats_and_models.zip
Additional details
Related works
- Is supplement to
- Preprint: 10.1101/2025.09.16.676011 (DOI)
Funding
- CSL (United Kingdom)
- 2022 – 2027 Framework Research Collaboration Agreement Influenza Research Partnership 002
Software
- Repository URL
- https://github.com/lbrierley/ai_for_ai/
- Programming language
- R