def __init__(self,
method='masked',
step_size=1,
n_components=20,
n_epochs=1,
alpha=0.1,
dict_init=None,
random_state=None,
batch_size=20,
reduction=1,
learning_rate=1,
positive=False,
transform_batch_size=None,
mask=None, smoothing_fwhm=None,
standardize=True, detrend=True,
low_pass=None, high_pass=None, t_r=None,
target_affine=None, target_shape=None,
mask_strategy='background', mask_args=None,
memory=Memory(cachedir=None), memory_level=0,
n_jobs=1, verbose=0,
callback=None):
fMRICoderMixin.__init__(self, n_components=n_components,
alpha=alpha,
dict_init=dict_init,
mask=mask,
transform_batch_size=transform_batch_size,
smoothing_fwhm=smoothing_fwhm,
standardize=standardize,
detrend=detrend,
low_pass=low_pass,
high_pass=high_pass,
t_r=t_r,
target_affine=target_affine,
target_shape=target_shape,
mask_strategy=mask_strategy,
mask_args=mask_args,
memory=memory,
memory_level=memory_level,
n_jobs=n_jobs,
verbose=verbose)
self.n_epochs = n_epochs
self.batch_size = batch_size
self.reduction = reduction
self.method = method
self.step_size = step_size
self.positive = positive
self.learning_rate = learning_rate
self.random_state = random_state
self.callback = callback
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