from accuracy   import accuracy
from basic_math import exp, log
from concat     import concat
from copy       import copy
from dropout    import dropout
from identity   import identity
from leaky_relu import leaky_relu
from lstm       import lstm
from mean_squared_error import mean_squared_error
from pooling_2d import average_pooling_2d, max_pooling_2d
from relu       import relu
from sigmoid    import sigmoid
from softmax    import softmax
from softmax_cross_entropy import softmax_cross_entropy
from sum        import sum
from tanh       import tanh

# Parameterized layers
from batch_normalization import BatchNormalization
from convolution_2d import Convolution2D
from embed_id       import EmbedID
from inception      import Inception
from linear         import Linear
from parameter      import Parameter
from prelu          import PReLU

"""Collection of :class:`~chainer.Function` implementations."""

# Parameterized function classes
from batch_normalization import BatchNormalization
from convolution_2d      import Convolution2D
from embed_id            import EmbedID
from inception           import Inception
from linear              import Linear
from parameter           import Parameter
from prelu               import PReLU

# Array manipulation functions
from concat   import concat
from copy     import copy
from dropout  import dropout
from identity import identity

# Activation functions
from basic_math import exp, log
from leaky_relu import leaky_relu
from lstm       import lstm
from relu       import relu
from sigmoid    import sigmoid
from softmax    import softmax
from tanh       import tanh

# Pooling functions
from pooling_2d import average_pooling_2d, max_pooling_2d

# Loss, evaluation and aggregation
from accuracy              import accuracy
from mean_squared_error    import mean_squared_error
from softmax_cross_entropy import softmax_cross_entropy
from sum                   import sum

Sort function imports to fit with documentation order
Sort function imports to fit with documentation order

- from accuracy   import accuracy
+ """Collection of :class:`~chainer.Function` implementations."""
+ 
+ # Parameterized function classes
+ from batch_normalization import BatchNormalization
+ from convolution_2d      import Convolution2D
+ from embed_id            import EmbedID
+ from inception           import Inception
+ from linear              import Linear
+ from parameter           import Parameter
+ from prelu               import PReLU
+ 
+ # Array manipulation functions
+ from concat   import concat
+ from copy     import copy
+ from dropout  import dropout
+ from identity import identity
+ 
+ # Activation functions
  from basic_math import exp, log
- from concat     import concat
- from copy       import copy
- from dropout    import dropout
- from identity   import identity
  from leaky_relu import leaky_relu
  from lstm       import lstm
- from mean_squared_error import mean_squared_error
- from pooling_2d import average_pooling_2d, max_pooling_2d
  from relu       import relu
  from sigmoid    import sigmoid
  from softmax    import softmax
- from softmax_cross_entropy import softmax_cross_entropy
- from sum        import sum
  from tanh       import tanh
  
+ # Pooling functions
+ from pooling_2d import average_pooling_2d, max_pooling_2d
- # Parameterized layers
- from batch_normalization import BatchNormalization
- from convolution_2d import Convolution2D
- from embed_id       import EmbedID
- from inception      import Inception
- from linear         import Linear
- from parameter      import Parameter
- from prelu          import PReLU
  
+ # Loss, evaluation and aggregation
+ from accuracy              import accuracy
+ from mean_squared_error    import mean_squared_error
+ from softmax_cross_entropy import softmax_cross_entropy
+ from sum                   import sum
+ 
Sort function imports to fit with documentation order
## Code Before:
from accuracy   import accuracy
from basic_math import exp, log
from concat     import concat
from copy       import copy
from dropout    import dropout
from identity   import identity
from leaky_relu import leaky_relu
from lstm       import lstm
from mean_squared_error import mean_squared_error
from pooling_2d import average_pooling_2d, max_pooling_2d
from relu       import relu
from sigmoid    import sigmoid
from softmax    import softmax
from softmax_cross_entropy import softmax_cross_entropy
from sum        import sum
from tanh       import tanh

# Parameterized layers
from batch_normalization import BatchNormalization
from convolution_2d import Convolution2D
from embed_id       import EmbedID
from inception      import Inception
from linear         import Linear
from parameter      import Parameter
from prelu          import PReLU

## Instruction:
Sort function imports to fit with documentation order
## Code After:
"""Collection of :class:`~chainer.Function` implementations."""

# Parameterized function classes
from batch_normalization import BatchNormalization
from convolution_2d      import Convolution2D
from embed_id            import EmbedID
from inception           import Inception
from linear              import Linear
from parameter           import Parameter
from prelu               import PReLU

# Array manipulation functions
from concat   import concat
from copy     import copy
from dropout  import dropout
from identity import identity

# Activation functions
from basic_math import exp, log
from leaky_relu import leaky_relu
from lstm       import lstm
from relu       import relu
from sigmoid    import sigmoid
from softmax    import softmax
from tanh       import tanh

# Pooling functions
from pooling_2d import average_pooling_2d, max_pooling_2d

# Loss, evaluation and aggregation
from accuracy              import accuracy
from mean_squared_error    import mean_squared_error
from softmax_cross_entropy import softmax_cross_entropy
from sum                   import sum
