changing place of nystrom in skluc

main/experiments/global_speed.py

@@ -24,9 +24,8 @@ Options:
 """
 import tensorflow as tf
 import numpy as np
-from pprint import pprint
 
-from skluc.nystrom.nystrom_approx import nystrom_layer
+from skluc.kernel_approximation.nystrom.nystrom_approx import nystrom_layer
 from skluc.neural_networks import inference_mnist, batch_generator, convolution_mnist, classification_mnist, \
     inference_cifar10, convolution_cifar, classification_cifar
 import skluc.mldatasets as dataset

main/experiments/nystrom_vs_deepstrom.py

@@ -21,7 +21,7 @@ import skluc.mldatasets as dataset
 from sklearn.kernel_approximation import Nystroem
 from sklearn.svm import SVC
 
-from skluc.nystrom.nystrom_approx import nystrom_layer
+from skluc.kernel_approximation.nystrom.nystrom_approx import nystrom_layer
 from skluc.neural_networks import batch_generator, classification_mnist
 
 tf.logging.set_verbosity(tf.logging.ERROR)

main/timeit.py

@@ -5,7 +5,7 @@ from sklearn.metrics.pairwise import rbf_kernel
 import skluc.mldatasets as dataset
 from skluc.neural_networks import fully_connected, get_next_batch, tf_op, conv_relu_pool
 from skluc.utils import time_fct
-from skluc.nystrom.nystrom_approx import tf_rbf_kernel
+from skluc.kernel_approximation.nystrom.nystrom_approx import tf_rbf_kernel
 
 tf.logging.set_verbosity(tf.logging.ERROR)