Error in using SDNE about gem HOT 3 CLOSED

Hi,
The issue seems to happen on some machines. I have modified the code. Please try the changes and let me know if you are still experiencing the same problem.

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Thanks! I had an indentation error now (please have a look at line 139 of sdne.py), but I was able to correct it. Great work btw.
Best,
TIlen

P.S. It is not an error but the algorithm is also giving me warnings such as:
UserWarning: The merge function is deprecated and will be removed after 08/2017. Use instead layers from keras.layers.merge, e.g. add, concatenate, etc.
Have in mind that you will have to deal with these in the future.
P.P.S. In the readme file you have two small mistakes in Usage:
-grom gem.utils -> from ...
-loadGraph -> loadGraphFromEdgeListTxt

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I fixed the issues mentioned. Originally I had written the sdne code with previous version of Keras which results in warnings in the new version. They will turn into errors when they release new versions in Fall but as long as you use the version mentioned it should be fine.

Thanks a lot for your comments and feedback!

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