set early stop in agent_seg
update readme for annotation-efficient learning

add gaussian noise

set pre-defined tta for 2d images

rename net_run_noise as net_run_nll
update ssl_abstract

rename the classes

rename nll method

according to agent_seg, allow  recording lr during training, and support ReduceLROnPlateau

add lr scheduler

allow dropout in the decoder
add CCT for SSL

Rename WSL classes, update learning rate scheduler and update dual-branch network

add reference

update rampup and lr scheduler.step

update log name

add dast for nll
set the output model of dual branch network

add  config parameter

update comment and fix typo

add init file and update version