Experiments
The code for the experiments run in the manuscript are present in the experiments folder. The experiments folder is further divided into the following parts:
| Section | Description |
|---|---|
encode_llm |
Common API for encoding amino acid sequences with various pLMs. |
embedding_dbs |
Scripts for generating databases of amino acid embeddings. |
speed_bench |
Scripts for benchmarking the speed of the various pLMs. |
ppi_bench |
Scripts for training pLM-based PPI inference models. |
kw_bench |
Scripts for training the protein annotation model. |
sars_bench |
Scripts for inferring SARS-CoV-2 v. Human PPI interactions. |
mutation_bench |
Scripts for calculating embeddings of mutants for the mutation analysis. |