ProteinGym mutation effects
Predict the fitness effects of mutations across 217 deep mutational scans (placeholder)
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+18 −0 routes/rank-aggregation/README.md 新增 查看文件
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| 1 | +--- | |
| 2 | +issue: 4 | |
| 3 | +status: done | |
| 4 | +tags: ensemble | |
| 5 | +--- | |
| 6 | +# rank-aggregation | |
| 7 | + | |
| 8 | +Aggregate the models’ ranks, with the structure route merged in. | |
| 9 | + | |
| 10 | +## What happened | |
| 11 | + | |
| 12 | +- 2026-10-05: 0.4701 Spearman ρ (+0.0145 on the baseline) | |
| 13 | +- 2026-10-09: 0.4768 Spearman ρ (+0.0212 on the baseline) | |
| 14 | +- 2026-10-16: 0.4789 Spearman ρ (+0.0233 on the baseline) | |
| 15 | + | |
| 16 | +## Next | |
| 17 | + | |
| 18 | +Look at the assays it still loses, mostly binding. | |
+17 −0 routes/structure-contacts/README.md 新增 查看文件
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| 1 | +--- | |
| 2 | +issue: 1 | |
| 3 | +status: done | |
| 4 | +tags: model, data | |
| 5 | +--- | |
| 6 | +# structure-contacts | |
| 7 | + | |
| 8 | +Encode the local 3D contact map around each site. | |
| 9 | + | |
| 10 | +## What happened | |
| 11 | + | |
| 12 | +- 2026-09-10: 0.4585 Spearman ρ (+0.0029 on the baseline) | |
| 13 | +- 2026-09-15: 0.4671 Spearman ρ (+0.0115 on the baseline) | |
| 14 | + | |
| 15 | +## Next | |
| 16 | + | |
| 17 | +Merge with the coevolution route. | |