README.md

HiFun: Homology Independent Protein Function prediction on Protein-Language Self-Attention Model

1. Web server

We have released a web service to process protein sequences or predicted ORFs using HiFun. You can find the website at http://www.unimd.org/HiFun.

2. Links for the larger files

embeddings_matrix.npy
hifun_mode.h5

3. Dependencies

• python 3.6.13
• tensorflow 2.4.1
• keras 2.4.3
• keras-self-attention 0.51.0
• fasttext 0.9.2
• joblib 1.0.1
• numpy 1.19.5
• pandas 1.1.5
• scikit-learn 0.24.2