Python LaplacianEigenmaps.applyの例

コード例 #1

ファイル: converter_laplacianeigenmaps_modular.py プロジェクト: coodoing/shogun

def converter_laplacianeigenmaps_modular(data,k):
	from shogun.Features import RealFeatures
	from shogun.Converter import LaplacianEigenmaps
	
	features = RealFeatures(data)
		
	converter = LaplacianEigenmaps()
	converter.set_target_dim(1)
	converter.set_k(k)
	converter.set_tau(2.0)
	converter.apply(features)

	return features

コード例 #2

ファイル: converter_laplacianeigenmaps_modular.py プロジェクト: ratschlab/shogun

def converter_laplacianeigenmaps_modular(data, k):
    from shogun.Features import RealFeatures
    from shogun.Converter import LaplacianEigenmaps

    features = RealFeatures(data)

    converter = LaplacianEigenmaps()
    converter.set_target_dim(1)
    converter.set_k(k)
    converter.set_tau(2.0)
    converter.apply(features)

    return features

コード例 #3

def converter_laplacianeigenmaps_modular(data, k):
    try:
        from shogun.Features import RealFeatures
        from shogun.Converter import LaplacianEigenmaps

        features = RealFeatures(data)

        converter = LaplacianEigenmaps()
        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')

コード例 #4

ファイル: converter_laplacianeigenmaps_modular.py プロジェクト: Argram/shogun

def converter_laplacianeigenmaps_modular (data,k):
	try:
		from shogun.Features import RealFeatures
		from shogun.Converter import LaplacianEigenmaps
		
		features = RealFeatures(data)
			
		converter = LaplacianEigenmaps()
		converter.set_target_dim(1)
		converter.set_k(k)
		converter.set_tau(20.0)
		converter.apply(features)
		
		return features
	except ImportError:
		print('No Eigen3 available')