diff --git a/main/experiments/dense_vgg_end_to_end.py b/main/experiments/dense_vgg_end_to_end.py
index 21794498324682773daf8709646f200877572d98..6ba97ab139b46f7dbc48dc49cc26009bc4237fab 100644
--- a/main/experiments/dense_vgg_end_to_end.py
+++ b/main/experiments/dense_vgg_end_to_end.py
@@ -17,15 +17,9 @@ import time as t
 import numpy as np
 import tensorflow as tf
 import docopt
-from sklearn.metrics.pairwise import rbf_kernel, linear_kernel, additive_chi2_kernel, chi2_kernel, laplacian_kernel
-import skluc.data.mldatasets as dataset
-from skluc.data.transformation import VGG19Cifar10Transformer
-from skluc.tensorflow_.kernel_approximation import nystrom_layer, fastfood_layer
-from skluc.tensorflow_.utils import fully_connected, batch_generator, classification_cifar, conv_relu_pool, conv2d, \
-    max_pool
-from skluc.tensorflow_.kernel import tf_rbf_kernel, tf_linear_kernel, tf_chi_square_CPD, tf_chi_square_CPD_exp, \
-    tf_chi_square_PD, tf_sigmoid_kernel, tf_laplacian_kernel, tf_stack_of_kernels, tf_sum_of_kernels
-from skluc.utils import logger
+import skluc.main.data.mldatasets as dataset
+from skluc.main.tensorflow_.utils import fully_connected, batch_generator, classification_cifar
+from skluc.main.utils import logger
 import keras
 from keras.models import Sequential
 from keras.layers import Activation