3 projects
dro
A package of distributionally robust optimization (DRO) methods. Implemented via cvxpy and PyTorch
whyshift
A package of various specified distribution shift patterns of out-of-distributoin generalization problem on tabular data, and tools for diagnosing model performance are integrated.
tabularoodbench
A package of several settings of out-of-distributoin generalization problem on tabular data
