예제 #1
0
def converter_linearlocaltangentspacealignment_modular(data, k):
    from shogun.Features import RealFeatures
    from shogun.Converter import LinearLocalTangentSpaceAlignment

    features = RealFeatures(data)

    converter = LinearLocalTangentSpaceAlignment()
    converter.set_target_dim(1)
    converter.set_k(k)
    converter.apply(features)

    return features
예제 #2
0
def converter_linearlocaltangentspacealignment_modular(data, k):
    try:
        from shogun.Features import RealFeatures
        from shogun.Converter import LinearLocalTangentSpaceAlignment

        features = RealFeatures(data)

        converter = LinearLocalTangentSpaceAlignment()
        converter.set_target_dim(1)
        converter.set_k(k)
        converter.apply(features)

        return features
    except ImportError:
        print('No Eigen3 available')
예제 #3
0
def converter_linearlocaltangentspacealignment_modular (data,k):
	from shogun.Features import RealFeatures
	from shogun.Converter import LinearLocalTangentSpaceAlignment
	
	features = RealFeatures(data)
		
	converter = LinearLocalTangentSpaceAlignment()
	converter.set_target_dim(1)
	converter.set_k(k)
	converter.apply(features)

	return features
예제 #4
0
def converter_linearlocaltangentspacealignment_modular (data,k):
	try:
		from shogun.Features import RealFeatures
		from shogun.Converter import LinearLocalTangentSpaceAlignment
		
		features = RealFeatures(data)
			
		converter = LinearLocalTangentSpaceAlignment()
		converter.set_target_dim(1)
		converter.set_k(k)
		converter.apply(features)

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