clean unused imports.

tensorlayer/cost.py

@@ -1,13 +1,8 @@
 # -*- coding: utf-8 -*-
 
 import logging
-import numbers
 
 import tensorflow as tf
-from tensorflow.python.framework import ops
-from tensorflow.python.ops import standard_ops
-
-## Cost Functions
 
 
 def cross_entropy(output, target, name=None):

tensorlayer/db.py

@@ -7,17 +7,14 @@
 """
 
 import inspect
-import math
 import pickle
 import time
 import uuid
 from datetime import datetime
 
-import gridfs
 import numpy as np
-import pymongo
-import tensorflow as tf
-import tensorlayer as tl
+
+import gridfs
 from pymongo import MongoClient
 
 

tensorlayer/distributed.py

@@ -1,8 +1,8 @@
 #! /usr/bin/python
 # -*- coding: utf-8 -*-
+
 import json
 import os
-import sys
 import time
 
 import tensorflow as tf

tensorlayer/files.py

@@ -42,11 +42,11 @@
 
 import numpy as np
 import tensorflow as tf
-from six.moves import cPickle, urllib, zip
+from six.moves import cPickle, zip
 from tensorflow.python.platform import gfile
 
-from . import nlp, utils, visualize
 from . import _logging as logging
+from . import nlp, utils, visualize
 
 
 ## Load dataset functions

tensorlayer/layers/core.py

@@ -4,10 +4,9 @@
 
 import numpy as np
 import tensorflow as tf
-from six.moves import xrange
 
-from .. import cost, files, iterate, ops, utils, visualize
 from .. import _logging as logging
+from .. import cost, files, iterate, utils, visualize
 
 # __all__ = [
 #     "Layer",

tensorlayer/layers/extend.py

@@ -1,10 +1,5 @@
 # -*- coding: utf-8 -*-
 
-import numpy as np
-import tensorflow as tf
-from six.moves import xrange
-
-from . import cost, files, iterate, ops, utils, visualize
 from .core import *
 
 

tensorlayer/layers/flow_control.py

@@ -1,10 +1,5 @@
 # -*- coding: utf-8 -*-
 
-import numpy as np
-import tensorflow as tf
-from six.moves import xrange
-
-from . import cost, files, iterate, ops, utils, visualize
 from .core import *
 
 
@@ -93,4 +88,4 @@ def __init__(self, layers, name='mux_layer'):
 
         self.all_layers = list_remove_repeat(self.all_layers)
         self.all_params = list_remove_repeat(self.all_params)
-        # self.all_drop = list_remove_repeat(self.all_drop)
+        # self.all_drop = list_remove_repeat(self.all_drop)

tensorlayer/layers/importer.py

@@ -1,10 +1,5 @@
 # -*- coding: utf-8 -*-
 
-import numpy as np
-import tensorflow as tf
-from six.moves import xrange
-
-from . import cost, files, iterate, ops, utils, visualize
 from tensorflow.python.util.deprecation import deprecated
 from .core import *
 

tensorlayer/layers/merge.py

@@ -1,10 +1,5 @@
 # -*- coding: utf-8 -*-
 
-import numpy as np
-import tensorflow as tf
-from six.moves import xrange
-
-from . import cost, files, iterate, ops, utils, visualize
 from .core import *
 
 

tensorlayer/layers/normalization.py

@@ -1,10 +1,5 @@
 # -*- coding: utf-8 -*-
 
-import numpy as np
-import tensorflow as tf
-from six.moves import xrange
-
-from . import cost, files, iterate, ops, utils, visualize
 from .core import *
 
 

tensorlayer/layers/object_detection.py

@@ -1,10 +1,5 @@
 # -*- coding: utf-8 -*-
 
-import numpy as np
-import tensorflow as tf
-from six.moves import xrange
-
-from . import cost, files, iterate, ops, utils, visualize
 from .core import *
 
 

tensorlayer/layers/padding.py

@@ -1,10 +1,5 @@
 # -*- coding: utf-8 -*-
 
-import numpy as np
-import tensorflow as tf
-from six.moves import xrange
-
-from . import cost, files, iterate, ops, utils, visualize
 from .core import *
 
 

tensorlayer/layers/pooling.py

@@ -2,11 +2,6 @@
 
 import copy
 
-import numpy as np
-import tensorflow as tf
-from six.moves import xrange
-
-from . import cost, files, iterate, ops, utils, visualize
 from .core import *
 
 

tensorlayer/layers/recurrent.py

@@ -2,11 +2,6 @@
 
 import inspect
 
-import numpy as np
-import tensorflow as tf
-from six.moves import xrange
-
-from . import cost, files, iterate, ops, utils, visualize
 from .core import *
 
 

tensorlayer/layers/shape.py

@@ -1,10 +1,5 @@
 # -*- coding: utf-8 -*-
 
-import numpy as np
-import tensorflow as tf
-from six.moves import xrange
-
-from . import cost, files, iterate, ops, utils, visualize
 from .core import *
 
 

tensorlayer/layers/spatial_transformer.py

@@ -1,10 +1,7 @@
 # -*- coding: utf-8 -*-
 
-import numpy as np
-import tensorflow as tf
 from six.moves import xrange
 
-from . import cost, files, iterate, ops, utils, visualize
 from .core import *
 
 

tensorlayer/layers/special_activation.py

@@ -1,10 +1,5 @@
 # -*- coding: utf-8 -*-
 
-import numpy as np
-import tensorflow as tf
-from six.moves import xrange
-
-from . import cost, files, iterate, ops, utils, visualize
 from .core import *
 
 

tensorlayer/layers/stack.py

@@ -1,10 +1,5 @@
 # -*- coding: utf-8 -*-
 
-import numpy as np
-import tensorflow as tf
-from six.moves import xrange
-
-from . import cost, files, iterate, ops, utils, visualize
 from .core import *
 
 

tensorlayer/layers/super_resolution.py

@@ -1,4 +1,5 @@
 # -*- coding: utf-8 -*-
+
 from .core import *
 
 

tensorlayer/layers/time_distribution.py

@@ -1,10 +1,6 @@
 # -*- coding: utf-8 -*-
 
-import numpy as np
-import tensorflow as tf
-from six.moves import xrange
-
-from . import cost, files, iterate, ops, utils, visualize
+from .. import ops
 from .core import *
 
 

tensorlayer/nlp.py

@@ -8,12 +8,12 @@
 import subprocess
 import tempfile
 import warnings
-from sys import platform as _platform
 
 import numpy as np
 import tensorflow as tf
 from six.moves import urllib, xrange
 from tensorflow.python.platform import gfile
+
 from . import _logging as logging
 
 

tensorlayer/ops.py

@@ -9,6 +9,7 @@
 
 import tensorflow as tf
 import tensorlayer as tl
+
 from . import _logging as logging
 
 

tensorlayer/prepro.py

@@ -1,19 +1,13 @@
 # -*- coding: utf-8 -*-
 
-import numbers
-import os
-import random
-import re
 import sys
 import threading
 import time
-from multiprocessing import Pool
 
 import numpy as np
 import scipy
 import scipy.ndimage as ndi
 import skimage
-import tensorflow as tf
 import tensorlayer as tl
 from scipy import linalg
 from scipy.ndimage.filters import gaussian_filter

tensorlayer/utils.py

@@ -1,14 +1,13 @@
 # -*- coding: utf-8 -*-
-import math
 import random
 import time
 
 import numpy as np
 import tensorflow as tf
 import tensorlayer as tl
 
-from . import iterate
 from . import _logging as logging
+from . import iterate
 
 
 def fit(sess,

tensorlayer/visualize.py

@@ -7,8 +7,8 @@
 # save/read image(s)
 import scipy.misc
 
-from . import prepro
 from . import _logging as logging
+from . import prepro
 
 # Uncomment the following line if you got: _tkinter.TclError: no display name and no $DISPLAY environment variable
 # matplotlib.use('Agg')