perming-1.8.1

Improved Trait:

• move assignment of self.val_container to function self._set_container, so reduce memory burden in train_val module by completing assignment of validation set in local space. Users will never encounter crash of jupyter kernel, though there are no bugs from the programming environment before v1.6.1.

Do trial and experiments on any task, include Multi-classification, Multi-outputs, Binary-classification, Regression. For example, if take n_jobs=-1 and early_stop=True, the maximum amount of dataset that CUDA memory can support is determined by the user's programming environment.

download:

!pip install perming==1.8.1 # in jupyter
pip install perming==1.8.1 # in cmd

see tests in main branch for more equivalent trial, like models from common file.