Python profile_codeの例

コード例 #1

	def extract_endmembers(self, hsi_3d, n_endmembers):
		hsi_2d = hsi_3d.reshape( (-1, hsi_3d.shape[2]) )
		endmembers, indicies = profile_code(self.profile,
				self.profile_filename)(PPI)(hsi_2d,
						n_endmembers,
						self.n_skewers)
		return endmembers

コード例 #2

ファイル: pca.py プロジェクト: pycroscopy/CNMS_ML_in_MS_Workshop_2018

	def extract_abundance_maps(self, hsi_3d, n_endmembers):
		hsi_2d = hsi_3d.reshape( (-1, hsi_3d.shape[2]) )
		abundance_maps = profile_code(
				self.profile, self.profile_filename)(
						self.model.fit_transform)(hsi_2d)
		abundance_maps = np.moveaxis(abundance_maps, 1, 0)
		abundance_maps = np.reshape(abundance_maps,
				(abundance_maps.shape[0], hsi_3d.shape[0], hsi_3d.shape[1]))
		return abundance_maps

コード例 #3

ファイル: nfindr.py プロジェクト: pycroscopy/CNMS_ML_in_MS_Workshop_2018

 def extract_endmembers(self, hsi_3d, n_endmembers):
     extractor = NFINDR()
     endmembers = profile_code(self.profile, self.profile_filename)(
         extractor.extract)(hsi_3d, n_endmembers)
     return endmembers