def converter_kernellocallylinearembedding_modular(data, k): from shogun.Features import RealFeatures from shogun.Converter import KernelLocallyLinearEmbedding from shogun.Kernel import LinearKernel features = RealFeatures(data) kernel = LinearKernel() converter = KernelLocallyLinearEmbedding(kernel) converter.set_target_dim(1) converter.set_k(k) converter.apply(features) return features
def converter_kernellocallylinearembedding_modular(data, k): try: from shogun.Features import RealFeatures from shogun.Converter import KernelLocallyLinearEmbedding from shogun.Kernel import LinearKernel features = RealFeatures(data) kernel = LinearKernel() converter = KernelLocallyLinearEmbedding(kernel) converter.set_target_dim(1) converter.set_k(k) converter.apply(features) return features except ImportError: print('No Eigen3 available')