cannot import name Container

[VRM1]

Hi,

I am trying to execute your code for the following versions of theano, keras and sklearn

Keras - '2.2.4'
Theano - '1.0.3'
sklearn - '0.20.1'

I had to make some modifications to your VaDE.py code by changing GMM to GaussianMixture. Now, when replacing the training.py at keras/engine/ with the one included in your code results in the following error. Can you please help me out with this?

Using Theano backend.
Traceback (most recent call last):
File "VaDE.py", line 14, in
from keras.callbacks import Callback
File "/Users/vineeth/anaconda2/envs/DeepLearning/lib/python2.7/site-packages/keras/init.py", line 3, in
from . import utils
File "/Users/vineeth/anaconda2/envs/DeepLearning/lib/python2.7/site-packages/keras/utils/init.py", line 27, in
from .multi_gpu_utils import multi_gpu_model
File "/Users/vineeth/anaconda2/envs/DeepLearning/lib/python2.7/site-packages/keras/utils/multi_gpu_utils.py", line 7, in
from ..layers.merge import concatenate
File "/Users/vineeth/anaconda2/envs/DeepLearning/lib/python2.7/site-packages/keras/layers/init.py", line 4, in
from ..engine.base_layer import Layer
File "/Users/vineeth/anaconda2/envs/DeepLearning/lib/python2.7/site-packages/keras/engine/init.py", line 8, in
from .training import Model
File "/Users/vineeth/anaconda2/envs/DeepLearning/lib/python2.7/site-packages/keras/engine/training.py", line 15, in
from .topology import Container
ImportError: cannot import name Container

I appreciate your help in advance.

Thanks
Vineeth

[hitokun-s]

It seems that 'Container' has changed into 'Network' in keras >= 2.2.
So change your code from

from keras.engine.topology import Container

to

from keras.engine.network import Network

and use 'Network' as same as 'Container'.