insert note line

Mofan Zhou · Mofan Zhou · commit e15de061f148 · 2016-07-13T23:28:37.000+08:00
diff --git a/numpy&pandas/11_pandas_intro.py b/numpy&pandas/11_pandas_intro.py
@@ -3,7 +3,9 @@
 # Youtube video tutorial: https://www.youtube.com/channel/UCdyjiB5H8Pu7aDTNVXTTpcg
 # Youku video tutorial: http://i.youku.com/pythontutorial
 
-
+"""
+Please note, this code is only for python 3+. If you are using python 2+, please modify the code accordingly.
+"""
 import pandas as pd
 import numpy as np
 
diff --git a/numpy&pandas/12_selection.py b/numpy&pandas/12_selection.py
@@ -2,7 +2,9 @@
 
 # Youtube video tutorial: https://www.youtube.com/channel/UCdyjiB5H8Pu7aDTNVXTTpcg
 # Youku video tutorial: http://i.youku.com/pythontutorial
-
+"""
+Please note, this code is only for python 3+. If you are using python 2+, please modify the code accordingly.
+"""
 import pandas as pd
 import numpy as np
 
diff --git a/numpy&pandas/13_set_value.py b/numpy&pandas/13_set_value.py
@@ -3,6 +3,9 @@
 # Youtube video tutorial: https://www.youtube.com/channel/UCdyjiB5H8Pu7aDTNVXTTpcg
 # Youku video tutorial: http://i.youku.com/pythontutorial
 
+"""
+Please note, this code is only for python 3+. If you are using python 2+, please modify the code accordingly.
+"""
 import pandas as pd
 import numpy as np
 
diff --git a/numpy&pandas/14_nan.py b/numpy&pandas/14_nan.py
@@ -3,7 +3,9 @@
 # Youtube video tutorial: https://www.youtube.com/channel/UCdyjiB5H8Pu7aDTNVXTTpcg
 # Youku video tutorial: http://i.youku.com/pythontutorial
 
-
+"""
+Please note, this code is only for python 3+. If you are using python 2+, please modify the code accordingly.
+"""
 import pandas as pd
 import numpy as np
 
diff --git a/numpy&pandas/15_read_to/15_read_to.py b/numpy&pandas/15_read_to/15_read_to.py
@@ -2,7 +2,9 @@
 
 # Youtube video tutorial: https://www.youtube.com/channel/UCdyjiB5H8Pu7aDTNVXTTpcg
 # Youku video tutorial: http://i.youku.com/pythontutorial
-
+"""
+Please note, this code is only for python 3+. If you are using python 2+, please modify the code accordingly.
+"""
 import pandas as pd
 
 # read from
diff --git a/numpy&pandas/16_concat.py b/numpy&pandas/16_concat.py
@@ -3,6 +3,9 @@
 # Youtube video tutorial: https://www.youtube.com/channel/UCdyjiB5H8Pu7aDTNVXTTpcg
 # Youku video tutorial: http://i.youku.com/pythontutorial
 
+"""
+Please note, this code is only for python 3+. If you are using python 2+, please modify the code accordingly.
+"""
 import pandas as pd
 import numpy as np
 
diff --git a/sklearnTUT/sk10_cross_validation3.py b/sklearnTUT/sk10_cross_validation3.py
@@ -3,7 +3,9 @@
 # Youtube video tutorial: https://www.youtube.com/channel/UCdyjiB5H8Pu7aDTNVXTTpcg
 # Youku video tutorial: http://i.youku.com/pythontutorial
 
-
+"""
+Please note, this code is only for python 3+. If you are using python 2+, please modify the code accordingly.
+"""
 from sklearn.learning_curve import  validation_curve
 from sklearn.datasets import load_digits
 from sklearn.svm import SVC
diff --git a/sklearnTUT/sk11_save.py b/sklearnTUT/sk11_save.py
@@ -3,6 +3,9 @@
 # Youtube video tutorial: https://www.youtube.com/channel/UCdyjiB5H8Pu7aDTNVXTTpcg
 # Youku video tutorial: http://i.youku.com/pythontutorial
 
+"""
+Please note, this code is only for python 3+. If you are using python 2+, please modify the code accordingly.
+"""
 from sklearn import svm
 from sklearn import datasets
 
diff --git a/sklearnTUT/sk4_learning_pattern.py b/sklearnTUT/sk4_learning_pattern.py
@@ -3,6 +3,9 @@
 # Youtube video tutorial: https://www.youtube.com/channel/UCdyjiB5H8Pu7aDTNVXTTpcg
 # Youku video tutorial: http://i.youku.com/pythontutorial
 
+"""
+Please note, this code is only for python 3+. If you are using python 2+, please modify the code accordingly.
+"""
 from sklearn import datasets
 from sklearn.cross_validation import train_test_split
 from sklearn.neighbors import KNeighborsClassifier
diff --git a/sklearnTUT/sk5_datasets.py b/sklearnTUT/sk5_datasets.py
@@ -3,6 +3,9 @@
 # Youtube video tutorial: https://www.youtube.com/channel/UCdyjiB5H8Pu7aDTNVXTTpcg
 # Youku video tutorial: http://i.youku.com/pythontutorial
 
+"""
+Please note, this code is only for python 3+. If you are using python 2+, please modify the code accordingly.
+"""
 from sklearn import datasets
 from sklearn.linear_model import LinearRegression
 import matplotlib.pyplot as plt
diff --git a/sklearnTUT/sk6_model_attribute_method.py b/sklearnTUT/sk6_model_attribute_method.py
@@ -3,6 +3,9 @@
 # Youtube video tutorial: https://www.youtube.com/channel/UCdyjiB5H8Pu7aDTNVXTTpcg
 # Youku video tutorial: http://i.youku.com/pythontutorial
 
+"""
+Please note, this code is only for python 3+. If you are using python 2+, please modify the code accordingly.
+"""
 from sklearn import datasets
 from sklearn.linear_model import LinearRegression
 
diff --git a/sklearnTUT/sk7_normalization.py b/sklearnTUT/sk7_normalization.py
@@ -3,6 +3,9 @@
 # Youtube video tutorial: https://www.youtube.com/channel/UCdyjiB5H8Pu7aDTNVXTTpcg
 # Youku video tutorial: http://i.youku.com/pythontutorial
 
+"""
+Please note, this code is only for python 3+. If you are using python 2+, please modify the code accordingly.
+"""
 from sklearn import preprocessing
 import numpy as np
 from sklearn.cross_validation import train_test_split
diff --git a/sklearnTUT/sk8_cross_validation/for_you_to_practice.py b/sklearnTUT/sk8_cross_validation/for_you_to_practice.py
@@ -3,6 +3,9 @@
 # Youtube video tutorial: https://www.youtube.com/channel/UCdyjiB5H8Pu7aDTNVXTTpcg
 # Youku video tutorial: http://i.youku.com/pythontutorial
 
+"""
+Please note, this code is only for python 3+. If you are using python 2+, please modify the code accordingly.
+"""
 from sklearn.datasets import load_iris
 from sklearn.cross_validation import train_test_split
 from sklearn.neighbors import KNeighborsClassifier
diff --git a/sklearnTUT/sk8_cross_validation/full_code.py b/sklearnTUT/sk8_cross_validation/full_code.py
@@ -3,6 +3,9 @@
 # Youtube video tutorial: https://www.youtube.com/channel/UCdyjiB5H8Pu7aDTNVXTTpcg
 # Youku video tutorial: http://i.youku.com/pythontutorial
 
+"""
+Please note, this code is only for python 3+. If you are using python 2+, please modify the code accordingly.
+"""
 from sklearn.datasets import load_iris
 from sklearn.cross_validation import train_test_split
 from sklearn.neighbors import KNeighborsClassifier
diff --git a/sklearnTUT/sk9_cross_validation2.py b/sklearnTUT/sk9_cross_validation2.py
@@ -3,6 +3,9 @@
 # Youtube video tutorial: https://www.youtube.com/channel/UCdyjiB5H8Pu7aDTNVXTTpcg
 # Youku video tutorial: http://i.youku.com/pythontutorial
 
+"""
+Please note, this code is only for python 3+. If you are using python 2+, please modify the code accordingly.
+"""
 from sklearn.learning_curve import  learning_curve
 from sklearn.datasets import load_digits
 from sklearn.svm import SVC
diff --git a/tensorflowTUT/tensorflow10_def_add_layer.py b/tensorflowTUT/tensorflow10_def_add_layer.py
@@ -3,6 +3,9 @@
 # Youtube video tutorial: https://www.youtube.com/channel/UCdyjiB5H8Pu7aDTNVXTTpcg
 # Youku video tutorial: http://i.youku.com/pythontutorial
 
+"""
+Please note, this code is only for python 3+. If you are using python 2+, please modify the code accordingly.
+"""
 import tensorflow as tf
 
 
diff --git a/tensorflowTUT/tensorflow11_build_network.py b/tensorflowTUT/tensorflow11_build_network.py
@@ -3,6 +3,9 @@
 # Youtube video tutorial: https://www.youtube.com/channel/UCdyjiB5H8Pu7aDTNVXTTpcg
 # Youku video tutorial: http://i.youku.com/pythontutorial
 
+"""
+Please note, this code is only for python 3+. If you are using python 2+, please modify the code accordingly.
+"""
 import tensorflow as tf
 import numpy as np
 
diff --git a/tensorflowTUT/tensorflow12_plut_result.py b/tensorflowTUT/tensorflow12_plut_result.py
@@ -3,6 +3,9 @@
 # Youtube video tutorial: https://www.youtube.com/channel/UCdyjiB5H8Pu7aDTNVXTTpcg
 # Youku video tutorial: http://i.youku.com/pythontutorial
 
+"""
+Please note, this code is only for python 3+. If you are using python 2+, please modify the code accordingly.
+"""
 import tensorflow as tf
 import numpy as np
 import matplotlib.pyplot as plt
diff --git a/tensorflowTUT/tensorflow6_session.py b/tensorflowTUT/tensorflow6_session.py
@@ -3,6 +3,9 @@
 # Youtube video tutorial: https://www.youtube.com/channel/UCdyjiB5H8Pu7aDTNVXTTpcg
 # Youku video tutorial: http://i.youku.com/pythontutorial
 
+"""
+Please note, this code is only for python 3+. If you are using python 2+, please modify the code accordingly.
+"""
 import tensorflow as tf
 
 matrix1 = tf.constant([[3, 3]])
diff --git a/tensorflowTUT/tensorflow7_variable.py b/tensorflowTUT/tensorflow7_variable.py
@@ -3,6 +3,9 @@
 # Youtube video tutorial: https://www.youtube.com/channel/UCdyjiB5H8Pu7aDTNVXTTpcg
 # Youku video tutorial: http://i.youku.com/pythontutorial
 
+"""
+Please note, this code is only for python 3+. If you are using python 2+, please modify the code accordingly.
+"""
 import tensorflow as tf
 
 state = tf.Variable(0, name='counter')
diff --git a/tensorflowTUT/tensorflow8_feeds.py b/tensorflowTUT/tensorflow8_feeds.py
@@ -3,6 +3,9 @@
 # Youtube video tutorial: https://www.youtube.com/channel/UCdyjiB5H8Pu7aDTNVXTTpcg
 # Youku video tutorial: http://i.youku.com/pythontutorial
 
+"""
+Please note, this code is only for python 3+. If you are using python 2+, please modify the code accordingly.
+"""
 import tensorflow as tf
 
 input1 = tf.placeholder(tf.float32)
diff --git a/tensorflowTUT/tf11_build_network/for_you_to_practice.py b/tensorflowTUT/tf11_build_network/for_you_to_practice.py
@@ -3,6 +3,9 @@
 # Youtube video tutorial: https://www.youtube.com/channel/UCdyjiB5H8Pu7aDTNVXTTpcg
 # Youku video tutorial: http://i.youku.com/pythontutorial
 
+"""
+Please note, this code is only for python 3+. If you are using python 2+, please modify the code accordingly.
+"""
 import tensorflow as tf
 import numpy as np
 
diff --git a/tensorflowTUT/tf11_build_network/full_code.py b/tensorflowTUT/tf11_build_network/full_code.py
@@ -3,6 +3,9 @@
 # Youtube video tutorial: https://www.youtube.com/channel/UCdyjiB5H8Pu7aDTNVXTTpcg
 # Youku video tutorial: http://i.youku.com/pythontutorial
 
+"""
+Please note, this code is only for python 3+. If you are using python 2+, please modify the code accordingly.
+"""
 import tensorflow as tf
 import numpy as np
 import matplotlib.pyplot as plt
diff --git a/tensorflowTUT/tf12_plot_result/for_you_to_practice.py b/tensorflowTUT/tf12_plot_result/for_you_to_practice.py
@@ -3,6 +3,9 @@
 # Youtube video tutorial: https://www.youtube.com/channel/UCdyjiB5H8Pu7aDTNVXTTpcg
 # Youku video tutorial: http://i.youku.com/pythontutorial
 
+"""
+Please note, this code is only for python 3+. If you are using python 2+, please modify the code accordingly.
+"""
 import tensorflow as tf
 import numpy as np
 import matplotlib.pyplot as plt
diff --git a/tensorflowTUT/tf12_plot_result/full_code.py b/tensorflowTUT/tf12_plot_result/full_code.py
@@ -3,6 +3,9 @@
 # Youtube video tutorial: https://www.youtube.com/channel/UCdyjiB5H8Pu7aDTNVXTTpcg
 # Youku video tutorial: http://i.youku.com/pythontutorial
 
+"""
+Please note, this code is only for python 3+. If you are using python 2+, please modify the code accordingly.
+"""
 import tensorflow as tf
 import numpy as np
 import matplotlib.pyplot as plt
diff --git a/tensorflowTUT/tf14_tensorboard/for_you_to_practice.py b/tensorflowTUT/tf14_tensorboard/for_you_to_practice.py
@@ -3,6 +3,9 @@
 # Youtube video tutorial: https://www.youtube.com/channel/UCdyjiB5H8Pu7aDTNVXTTpcg
 # Youku video tutorial: http://i.youku.com/pythontutorial
 
+"""
+Please note, this code is only for python 3+. If you are using python 2+, please modify the code accordingly.
+"""
 import tensorflow as tf
 
 
diff --git a/tensorflowTUT/tf14_tensorboard/full_code.py b/tensorflowTUT/tf14_tensorboard/full_code.py
@@ -3,6 +3,9 @@
 # Youtube video tutorial: https://www.youtube.com/channel/UCdyjiB5H8Pu7aDTNVXTTpcg
 # Youku video tutorial: http://i.youku.com/pythontutorial
 
+"""
+Please note, this code is only for python 3+. If you are using python 2+, please modify the code accordingly.
+"""
 import tensorflow as tf
 
 
diff --git a/tensorflowTUT/tf15_tensorboard/for_you_to_practice.py b/tensorflowTUT/tf15_tensorboard/for_you_to_practice.py
@@ -3,6 +3,9 @@
 # Youtube video tutorial: https://www.youtube.com/channel/UCdyjiB5H8Pu7aDTNVXTTpcg
 # Youku video tutorial: http://i.youku.com/pythontutorial
 
+"""
+Please note, this code is only for python 3+. If you are using python 2+, please modify the code accordingly.
+"""
 import tensorflow as tf
 import numpy as np
 
diff --git a/tensorflowTUT/tf15_tensorboard/full_code.py b/tensorflowTUT/tf15_tensorboard/full_code.py
@@ -3,6 +3,9 @@
 # Youtube video tutorial: https://www.youtube.com/channel/UCdyjiB5H8Pu7aDTNVXTTpcg
 # Youku video tutorial: http://i.youku.com/pythontutorial
 
+"""
+Please note, this code is only for python 3+. If you are using python 2+, please modify the code accordingly.
+"""
 import tensorflow as tf
 import numpy as np
 
diff --git a/tensorflowTUT/tf16_classification/for_you_to_practice.py b/tensorflowTUT/tf16_classification/for_you_to_practice.py
@@ -3,6 +3,9 @@
 # Youtube video tutorial: https://www.youtube.com/channel/UCdyjiB5H8Pu7aDTNVXTTpcg
 # Youku video tutorial: http://i.youku.com/pythontutorial
 
+"""
+Please note, this code is only for python 3+. If you are using python 2+, please modify the code accordingly.
+"""
 import tensorflow as tf
 
 
diff --git a/tensorflowTUT/tf16_classification/full_code.py b/tensorflowTUT/tf16_classification/full_code.py
@@ -3,6 +3,9 @@
 # Youtube video tutorial: https://www.youtube.com/channel/UCdyjiB5H8Pu7aDTNVXTTpcg
 # Youku video tutorial: http://i.youku.com/pythontutorial
 
+"""
+Please note, this code is only for python 3+. If you are using python 2+, please modify the code accordingly.
+"""
 import tensorflow as tf
 from tensorflow.examples.tutorials.mnist import input_data
 # number 1 to 10 data
diff --git a/tensorflowTUT/tf17_dropout/for_you_to_practice.py b/tensorflowTUT/tf17_dropout/for_you_to_practice.py
@@ -3,6 +3,9 @@
 # Youtube video tutorial: https://www.youtube.com/channel/UCdyjiB5H8Pu7aDTNVXTTpcg
 # Youku video tutorial: http://i.youku.com/pythontutorial
 
+"""
+Please note, this code is only for python 3+. If you are using python 2+, please modify the code accordingly.
+"""
 import tensorflow as tf
 from sklearn.datasets import load_digits
 from sklearn.cross_validation import train_test_split
diff --git a/tensorflowTUT/tf17_dropout/full_code.py b/tensorflowTUT/tf17_dropout/full_code.py
@@ -3,6 +3,9 @@
 # Youtube video tutorial: https://www.youtube.com/channel/UCdyjiB5H8Pu7aDTNVXTTpcg
 # Youku video tutorial: http://i.youku.com/pythontutorial
 
+"""
+Please note, this code is only for python 3+. If you are using python 2+, please modify the code accordingly.
+"""
 import tensorflow as tf
 from sklearn.datasets import load_digits
 from sklearn.cross_validation import train_test_split
diff --git a/tensorflowTUT/tf18_CNN2/for_you_to_practice.py b/tensorflowTUT/tf18_CNN2/for_you_to_practice.py
@@ -3,6 +3,9 @@
 # Youtube video tutorial: https://www.youtube.com/channel/UCdyjiB5H8Pu7aDTNVXTTpcg
 # Youku video tutorial: http://i.youku.com/pythontutorial
 
+"""
+Please note, this code is only for python 3+. If you are using python 2+, please modify the code accordingly.
+"""
 import tensorflow as tf
 from tensorflow.examples.tutorials.mnist import input_data
 # number 1 to 10 data
diff --git a/tensorflowTUT/tf18_CNN2/full_code.py b/tensorflowTUT/tf18_CNN2/full_code.py
@@ -3,6 +3,9 @@
 # Youtube video tutorial: https://www.youtube.com/channel/UCdyjiB5H8Pu7aDTNVXTTpcg
 # Youku video tutorial: http://i.youku.com/pythontutorial
 
+"""
+Please note, this code is only for python 3+. If you are using python 2+, please modify the code accordingly.
+"""
 import tensorflow as tf
 from tensorflow.examples.tutorials.mnist import input_data
 # number 1 to 10 data
diff --git a/tensorflowTUT/tf18_CNN3/for_you_to_practice.py b/tensorflowTUT/tf18_CNN3/for_you_to_practice.py
@@ -3,6 +3,9 @@
 # Youtube video tutorial: https://www.youtube.com/channel/UCdyjiB5H8Pu7aDTNVXTTpcg
 # Youku video tutorial: http://i.youku.com/pythontutorial
 
+"""
+Please note, this code is only for python 3+. If you are using python 2+, please modify the code accordingly.
+"""
 import tensorflow as tf
 from tensorflow.examples.tutorials.mnist import input_data
 # number 1 to 10 data
diff --git a/tensorflowTUT/tf18_CNN3/full_code.py b/tensorflowTUT/tf18_CNN3/full_code.py
@@ -3,6 +3,9 @@
 # Youtube video tutorial: https://www.youtube.com/channel/UCdyjiB5H8Pu7aDTNVXTTpcg
 # Youku video tutorial: http://i.youku.com/pythontutorial
 
+"""
+Please note, this code is only for python 3+. If you are using python 2+, please modify the code accordingly.
+"""
 import tensorflow as tf
 from tensorflow.examples.tutorials.mnist import input_data
 # number 1 to 10 data
diff --git a/tensorflowTUT/tf19_saver.py b/tensorflowTUT/tf19_saver.py
@@ -3,6 +3,9 @@
 # Youtube video tutorial: https://www.youtube.com/channel/UCdyjiB5H8Pu7aDTNVXTTpcg
 # Youku video tutorial: http://i.youku.com/pythontutorial
 
+"""
+Please note, this code is only for python 3+. If you are using python 2+, please modify the code accordingly.
+"""
 import tensorflow as tf
 import numpy as np
 
diff --git a/tensorflowTUT/tf5_example2/for_you_to_practice.py b/tensorflowTUT/tf5_example2/for_you_to_practice.py
@@ -3,6 +3,9 @@
 # Youtube video tutorial: https://www.youtube.com/channel/UCdyjiB5H8Pu7aDTNVXTTpcg
 # Youku video tutorial: http://i.youku.com/pythontutorial
 
+"""
+Please note, this code is only for python 3+. If you are using python 2+, please modify the code accordingly.
+"""
 import tensorflow as tf
 import numpy as np
 
diff --git a/tensorflowTUT/tf5_example2/full_code.py b/tensorflowTUT/tf5_example2/full_code.py
