# APED - African Protein Engineering Dataset # Reproducibility Requirements # Core data processing pandas>=2.0.0 numpy>=1.24.0 pyarrow>=12.0.0 # Protein analysis biopython>=1.81 # Structure analysis biotite>=0.37.0 # ML/Dataset datasets>=2.14.0 huggingface_hub>=0.16.0 # Visualization matplotlib>=3.7.0 seaborn>=0.12.0 # Jupyter jupyter>=1.0.0 ipywidgets>=8.0.0 # Optional: Local structure prediction # esmfold (requires separate installation) # colabfold (use Colab notebooks)