In the pr/solver.py Line 123 all inputs are one-hot encoded.
However this is incorrect for some problem cases for example discrete categorical inputs.
This leads to a wrong optimization scheme ultimately (and a significantly larger problem space).
TODO: only if absolutely required do torch.nn.functional.one_hot(X_init) otherwise keep input variables (integers) as is.
In the
pr/solver.pyLine 123 all inputs are one-hot encoded.However this is incorrect for some problem cases for example discrete categorical inputs.
This leads to a wrong optimization scheme ultimately (and a significantly larger problem space).
TODO: only if absolutely required do
torch.nn.functional.one_hot(X_init)otherwise keep input variables (integers) as is.