@> 2076 atoms and 1 coordinate set(s) were parsed in 0.07s.
@> 2083 atoms and 1 coordinate set(s) were parsed in 0.07s.
Visualizations and results¶
Original Structure Visualization¶
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@> 2076 atoms and 1 coordinate set(s) were parsed in 0.07s.
@> 2083 atoms and 1 coordinate set(s) were parsed in 0.07s.
plot fail !
AlphaFold predictions¶
Best AF prediction to fold 1¶
@> 2007 atoms and 1 coordinate set(s) were parsed in 0.07s.
@> 2076 atoms and 1 coordinate set(s) were parsed in 0.07s.
Blue:ShallowMsa_002_unrelaxed_rank_002_alphafold2_ptm_model_5_seed_000 Red:2p3vD
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Best AF prediction to fold 2¶
@> 2007 atoms and 1 coordinate set(s) were parsed in 0.07s.
@> 2083 atoms and 1 coordinate set(s) were parsed in 0.07s.
Blue:ShallowMsa_001_unrelaxed_rank_001_alphafold2_ptm_model_5_seed_000 Red:2p3vA
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EsmFold Prediction¶
Out[10]:
| fold_pair | fold | TMscore_fold1 | TMscore_fold2 | cluster_num | TM_mean_cluster_pdb1 | TM_mean_cluster_pdb2 | sample_count | is_fold_1 | is_fold_2 | cluster_fold_1 | cluster_fold_2 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1dzlA_5keqF | ShallowMsa_000_1.pdb | 0.21478 | 0.22071 | 000 | 0.281451 | 0.2755 | 10 | 1 | 0 | 1 | 0 |
| 1 | 1dzlA_5keqF | ShallowMsa_000_0.pdb | 0.23730 | 0.24378 | 000 | 0.281451 | 0.2755 | 10 | 1 | 0 | 1 | 0 |
| 2 | 1dzlA_5keqF | ShallowMsa_000_2.pdb | 0.38172 | 0.36978 | 000 | 0.281451 | 0.2755 | 10 | 1 | 0 | 1 | 0 |
| 3 | 1dzlA_5keqF | ShallowMsa_000_3.pdb | 0.38407 | 0.38314 | 000 | 0.281451 | 0.2755 | 10 | 1 | 0 | 1 | 0 |
| 4 | 1dzlA_5keqF | ShallowMsa_000_7.pdb | 0.18823 | 0.17477 | 000 | 0.281451 | 0.2755 | 10 | 1 | 0 | 1 | 0 |
Best EsmFold prediction to fold 1¶
@> 2076 atoms and 1 coordinate set(s) were parsed in 0.07s.
@> 2007 atoms and 1 coordinate set(s) were parsed in 0.07s.
Blue:2p3vD Red:ShallowMsa_000_4
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Best EsmFold prediction to fold 2¶
single positional indexer is out-of-bounds 0.9658 name 'max_esm_pdb2' is not defined
Out[13]:
| fold_pair | fold | TMscore_fold1 | TMscore_fold2 | cluster_num | TM_mean_cluster_pdb1 | TM_mean_cluster_pdb2 | sample_count | is_fold_1 | is_fold_2 | cluster_fold_1 | cluster_fold_2 |
|---|
Contact maps Msa Transformers¶
