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enzyme-retrieval-bert

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enzyme-retrieval-bert

315 MB

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1 contributor

History: 22 commits

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Package G: 6 BERTs (5 MLM-pretrained + 1 FFN-widened MLM-pretrained), knn 0.1, mlp 0.3

a4342bf verified about 9 hours ago

output
Final ensemble: 4 all-data BERTs + kNN 0.1 + MLP 0.3 12 days ago
weights
Package G: 6 BERTs (5 MLM-pretrained + 1 FFN-widened MLM-pretrained), knn 0.1, mlp 0.3 about 9 hours ago
.dockerignore

47 Bytes
Reaction BERT classifier (8 epochs, full train data) 19 days ago
.gitattributes

1.52 kB
initial commit 19 days ago
Dockerfile

287 Bytes
Reaction BERT classifier (8 epochs, full train data) 19 days ago
README.md

388 Bytes
Ensemble of 2 reaction BERTs (int8) + TF-IDF kNN 14 days ago
ec_vocabulary.json

100 kB
Reaction BERT classifier (8 epochs, full train data) 19 days ago
featurize.py

1.85 kB
Ensemble of 2 reaction BERTs (int8) + TF-IDF kNN 14 days ago
inputs.py

1.03 kB
Reaction BERT classifier (8 epochs, full train data) 19 days ago
predict.py

6.15 kB
Final ensemble: 4 all-data BERTs + kNN 0.1 + MLP 0.3 12 days ago
requirements.txt

168 Bytes
Ensemble of 2 reaction BERTs (int8) + TF-IDF kNN 14 days ago
task.json

457 Bytes
Reaction BERT classifier (8 epochs, full train data) 19 days ago