deep4.py 文件源码

def __init__(self, in_chans,
                 n_classes,
                 input_time_length,
                 final_conv_length,
                 n_filters_time=25,
                 n_filters_spat=25,
                 filter_time_length=10,
                 pool_time_length=3,
                 pool_time_stride=3,
                 n_filters_2=50,
                 filter_length_2=10,
                 n_filters_3=100,
                 filter_length_3=10,
                 n_filters_4=200,
                 filter_length_4=10,
                 first_nonlin=elu,
                 first_pool_mode='max',
                 first_pool_nonlin=identity,
                 later_nonlin=elu,
                 later_pool_mode='max',
                 later_pool_nonlin=identity,
                 drop_prob=0.5,
                 double_time_convs=False,
                 split_first_layer=True,
                 batch_norm=True,
                 batch_norm_alpha=0.1,
                 stride_before_pool=False):
        if final_conv_length == 'auto':
            assert input_time_length is not None

        self.__dict__.update(locals())
        del self.self