local changes

from sklearn.svm import SVC as scikit_SVC

from sklearn.tree import DecisionTreeClassifier as scikit_DecisionTree

from sklearn.ensemble import RandomForestClassifier

from keras.models import Sequential

from keras.layers.core import (Activation, Dense, Dropout, Flatten, Permute,

                                Reshape, TimeDistributedDense)

from keras.layers.convolutional import Convolution2D, MaxPooling2D

from keras.layers.recurrent import GRU

from keras.regularizers import l1

class Model(object):

               dropout=0.0,

               num_epochs=100,

               verbose=1):

    from keras.models import Sequential

    from keras.layers.core import (Activation, Dense, Dropout, Flatten, Permute,

                                   Reshape, TimeDistributedDense)

    from keras.layers.convolutional import Convolution2D, MaxPooling2D

    from keras.layers.recurrent import GRU

    from keras.regularizers import l1

    self.num_tasks = num_tasks

    self.num_epochs = num_epochs

    self.verbose = verbose