347e6d01ffa324b6a2c548c171eaae1569cbb6ea,keras/optimizers.py,Adam,__init__,#Adam#Any#Any#Any#Any#Any#,163

Before Change


        lambda is renamed kappa.
    """
    def __init__(self, lr=0.001, beta_1=0.9, beta_2=0.999, epsilon=1e-8, kappa=1-1e-8, *args, **kwargs):
        self.__dict__.update(kwargs)
        self.__dict__.update(locals())
        self.iterations = shared_scalar(0)

    def get_updates(self, params, constraints, loss):

After Change


        lambda is renamed kappa.
    """
    def __init__(self, lr=0.001, beta_1=0.9, beta_2=0.999, epsilon=1e-8, kappa=1-1e-8, *args, **kwargs):
        super(Adam, self).__init__(**kwargs)
        self.__dict__.update(locals())
        self.iterations = shared_scalar(0)

    def get_updates(self, params, constraints, loss):
Italian Trulli
In pattern: SUPERPATTERN

Frequency: 5

Non-data size: 4

Instances


Project Name: keras-team/keras
Commit Name: 347e6d01ffa324b6a2c548c171eaae1569cbb6ea
Time: 2015-07-23
Author: ken.terao@gmail.com
File Name: keras/optimizers.py
Class Name: Adam
Method Name: __init__


Project Name: keras-team/keras
Commit Name: 347e6d01ffa324b6a2c548c171eaae1569cbb6ea
Time: 2015-07-23
Author: ken.terao@gmail.com
File Name: keras/optimizers.py
Class Name: Adagrad
Method Name: __init__


Project Name: keras-team/keras
Commit Name: 347e6d01ffa324b6a2c548c171eaae1569cbb6ea
Time: 2015-07-23
Author: ken.terao@gmail.com
File Name: keras/optimizers.py
Class Name: Adadelta
Method Name: __init__


Project Name: keras-team/keras
Commit Name: 347e6d01ffa324b6a2c548c171eaae1569cbb6ea
Time: 2015-07-23
Author: ken.terao@gmail.com
File Name: keras/optimizers.py
Class Name: RMSprop
Method Name: __init__


Project Name: keras-team/keras
Commit Name: 347e6d01ffa324b6a2c548c171eaae1569cbb6ea
Time: 2015-07-23
Author: ken.terao@gmail.com
File Name: keras/optimizers.py
Class Name: SGD
Method Name: __init__