def test_run_ica():
"""Test run_ica function"""
params = []
params += [(None, -1, slice(2), [0, 1])] # varicance, kurtosis idx params
params += [(None, 'MEG 1531')] # ECG / EOG channel params
for idx, ch_name in product(*params):
run_ica(raw, n_components=.9, start=0, stop=100, start_find=0,
stop_find=50, ecg_channel=ch_name, eog_channel=ch_name,
skew_idx=idx, var_idx=idx, kurt_idx=idx)
def test_run_ica():
"""Test run_ica function"""
raw = io.Raw(raw_fname, preload=True).crop(0, stop, False).crop(1.5)
params = []
params += [(None, -1, slice(2), [0, 1])] # varicance, kurtosis idx
params += [(None, 'MEG 1531')] # ECG / EOG channel params
for idx, ch_name in product(*params):
run_ica(raw, n_components=2, start=0, stop=6, start_find=0,
stop_find=5, ecg_ch=ch_name, eog_ch=ch_name,
skew_criterion=idx, var_criterion=idx, kurt_criterion=idx)
def test_run_ica():
"""Test run_ica function."""
raw = read_raw_fif(raw_fname).crop(1.5, stop).load_data()
params = []
params += [(None, -1, slice(2), [0, 1])] # varicance, kurtosis idx
params += [(None, 'MEG 1531')] # ECG / EOG channel params
for idx, ch_name in product(*params):
run_ica(raw, n_components=2, start=0, stop=0.5, start_find=0,
stop_find=5, ecg_ch=ch_name, eog_ch=ch_name,
skew_criterion=idx, var_criterion=idx, kurt_criterion=idx)
def test_run_ica():
"""Test run_ica function"""
raw = fiff.Raw(raw_fname, preload=True).crop(0, stop, False).crop(1.5)
params = []
params += [(None, -1, slice(2), [0, 1])] # varicance, kurtosis idx
params += [(None, 'MEG 1531')] # ECG / EOG channel params
for idx, ch_name in product(*params):
run_ica(raw, n_components=2, start=0, stop=6, start_find=0,
stop_find=5, ecg_ch=ch_name, eog_ch=ch_name,
skew_criterion=idx, var_criterion=idx, kurt_criterion=idx)
def test_run_ica(method):
"""Test run_ica function."""
_skip_check_picard(method)
raw = read_raw_fif(raw_fname).crop(1.5, stop).load_data()
params = []
params += [(None, -1, slice(2), [0, 1])] # varicance, kurtosis idx
params += [(None, 'MEG 1531')] # ECG / EOG channel params
for idx, ch_name in product(*params):
run_ica(raw, n_components=2, start=0, stop=0.5, start_find=0,
stop_find=5, ecg_ch=ch_name, eog_ch=ch_name, method=method,
skew_criterion=idx, var_criterion=idx, kurt_criterion=idx)
def test_run_ica():
"""Test run_ica function."""
raw = read_raw_fif(raw_fname).crop(1.5, stop).load_data()
params = []
params += [(None, -1, slice(2), [0, 1])] # varicance, kurtosis idx
params += [(None, 'MEG 1531')] # ECG / EOG channel params
for idx, ch_name in product(*params):
warnings.simplefilter('always')
with warnings.catch_warnings(record=True):
run_ica(raw, n_components=2, start=0, stop=6, start_find=0,
stop_find=5, ecg_ch=ch_name, eog_ch=ch_name,
skew_criterion=idx, var_criterion=idx, kurt_criterion=idx)
def test_run_ica():
"""Test run_ica function"""
raw = Raw(raw_fname, preload=True).crop(1.5, stop, copy=False)
params = []
params += [(None, -1, slice(2), [0, 1])] # varicance, kurtosis idx
params += [(None, 'MEG 1531')] # ECG / EOG channel params
for idx, ch_name in product(*params):
warnings.simplefilter('always')
with warnings.catch_warnings(record=True):
run_ica(raw, n_components=2, start=0, stop=6, start_find=0,
stop_find=5, ecg_ch=ch_name, eog_ch=ch_name,
skew_criterion=idx, var_criterion=idx, kurt_criterion=idx)
def test_run_ica():
"""Test run_ica function"""
params = []
params += [(None, -1, slice(2), [0, 1])] # varicance, kurtosis idx
params += [(None, 'MEG 1531')] # ECG / EOG channel params
for idx, ch_name in product(*params):
run_ica(raw,
n_components=.9,
start=0,
stop=100,
start_find=0,
stop_find=50,
ecg_ch=ch_name,
eog_ch=ch_name,
skew_criterion=idx,
var_criterion=idx,
kurt_criterion=idx)