animal to human genotype-phenotype prediction

[kexinhuang12345]

Describe the problem

The gap between animal testing and human clinical trial is unfathomable. This is one of the reason why a drug is good in preclinical studies but show no efficacy in clinical trials. ML can potentially alleviate the issue.

The task is defined as: Given genotype-phenotype data of animals and only the genotype data of humans, train the model to fit the phenotype from the genotype and transfer this model to humans.

Reference: https://www.nature.com/articles/sdata20149

Describe the solution you'd like

from tdc.single_pred import GenoPhenoTrans
data = GenoPhenoTrans(name = 'sbv-improver',  path = './data')

Additional context
N/A