biopython<2,>=1.78
fair-esm==0.3.1
numpy<1.19,>=1.16
pandas>=1.2.3
pytorch_lightning>=1.3.3
ray>=1.4.0
scikit-learn>=0.22.2
torch<1.9,>=1.7.0
torchmetrics>=0.3.2
tqdm>=4.60.0
transformers<4.7,>=4.6.1
