Lines Matching refs:masker

118     masker = NiftiMapsMasker(labels11_img, mask_img=mask21_img)
120     masker.fit_transform(fmri22_img)
121     np.testing.assert_array_equal(masker._resampled_maps_img_.affine,
156     masker = NiftiMapsMasker(maps_img, mask_img=mask_img)
158     sig = masker.fit_transform(fmri_img)
185     masker = NiftiMapsMasker(maps_img, mask_img=mask_img)
188         sig = masker.fit_transform(fmri_img)
215     masker = NiftiMapsMasker(maps_img, mask_img=mask_img)
218         sig = masker.fit_transform(fmri_img)
247     masker = NiftiMapsMasker(maps33_img, mask_img=mask_img_4d)
252         masker.fit()
261     masker = NiftiMapsMasker(maps33_img, mask_img=mask22_img,
264     masker.fit()
265     np.testing.assert_almost_equal(masker.mask_img_.affine,
267     assert masker.mask_img_.shape == mask22_img.shape
269     np.testing.assert_almost_equal(masker.mask_img_.affine,
270                                    masker.maps_img_.affine)
271     assert masker.mask_img_.shape == masker.maps_img_.shape[:3]
273     transformed = masker.transform(fmri11_img)
276     fmri11_img_r = masker.inverse_transform(transformed)
278                                    masker.maps_img_.affine)
279     assert fmri11_img_r.shape == (masker.maps_img_.shape[:3] + (length,))
282     masker = NiftiMapsMasker(maps33_img, mask_img=mask22_img,
285     masker.fit()
286     np.testing.assert_almost_equal(masker.maps_img_.affine,
288     assert masker.maps_img_.shape == maps33_img.shape
290     np.testing.assert_almost_equal(masker.mask_img_.affine,
291                                    masker.maps_img_.affine)
292     assert masker.mask_img_.shape == masker.maps_img_.shape[:3]
294     transformed = masker.transform(fmri11_img)
297     fmri11_img_r = masker.inverse_transform(transformed)
299                                    masker.maps_img_.affine)
300     assert fmri11_img_r.shape == (masker.maps_img_.shape[:3] + (length,))
320     masker = NiftiMapsMasker(maps33_img, mask_img=mask22_img,
323     masker.fit()
324     np.testing.assert_almost_equal(masker.maps_img_.affine,
326     assert masker.maps_img_.shape == maps33_img.shape
328     np.testing.assert_almost_equal(masker.mask_img_.affine,
329                                    masker.maps_img_.affine)
330     assert masker.mask_img_.shape == masker.maps_img_.shape[:3]
332     transformed = masker.transform(fmri11_img)
337     fmri11_img_r = masker.inverse_transform(transformed)
339                                    masker.maps_img_.affine)
341                  (masker.maps_img_.shape[:3] + (length,)))
393     masker = NiftiMapsMasker(maps, standardize=False)
394     unstandarized_label_signals = masker.fit_transform(img)
397     masker = NiftiMapsMasker(maps,
399     trans_signals = masker.fit_transform(img)
405     masker = NiftiMapsMasker(maps, standardize='psc')
406     trans_signals = masker.fit_transform(img)
429     masker = NiftiMapsMasker(maps33_img, mask_img=mask_img)
431     epis = masker.fit_transform(epi_img1)
433     epis = masker.fit_transform([epi_img1, epi_img2])