Exemplos de LocalityPreservingProjections em Python

Exemplo n.º 1

Arquivo: converter_localitypreservingprojections_modular.py Projeto: zhqanddcy/shogun

def converter_localitypreservingprojections_modular(data_fname, k):
    from modshogun import RealFeatures, CSVFile
    from modshogun import LocalityPreservingProjections

    features = RealFeatures(CSVFile(data_fname))
    converter = LocalityPreservingProjections()
    converter.set_target_dim(1)
    converter.set_k(k)
    converter.set_tau(2.0)
    converter.apply(features)

    return features

Exemplo n.º 2

def converter_localitypreservingprojections_modular(data_fname, k):
    try:
        from modshogun import RealFeatures, LocalityPreservingProjections, CSVFile

        features = RealFeatures(CSVFile(data_fname))
        converter = LocalityPreservingProjections()
        converter.set_target_dim(1)
        converter.set_k(k)
        converter.set_tau(2.0)
        converter.apply(features)

        return features
    except ImportError:
        print('No Eigen3 available')

Exemplo n.º 3

Arquivo: converter_localitypreservingprojections_modular.py Projeto: minxuancao/shogun

def converter_localitypreservingprojections_modular (data_fname,k):
	from modshogun import RealFeatures, CSVFile
	from modshogun import LocalityPreservingProjections

	features = RealFeatures(CSVFile(data_fname))
	converter = LocalityPreservingProjections()
	converter.set_target_dim(1)
	converter.set_k(k)
	converter.set_tau(2.0)
	converter.apply(features)

	return features

Exemplo n.º 4

Arquivo: converter_localitypreservingprojections_modular.py Projeto: 42MachineLearning/shogun

def converter_localitypreservingprojections_modular (data_fname,k):
	try:
		from modshogun import RealFeatures, LocalityPreservingProjections, CSVFile

		features = RealFeatures(CSVFile(data_fname))
		converter = LocalityPreservingProjections()
		converter.set_target_dim(1)
		converter.set_k(k)
		converter.set_tau(2.0)
		converter.apply(features)

		return features
	except ImportError:
		print('No Eigen3 available')