error in prediction (last line)

[un-lock-me]

hi,

when I run the last line I got this error:

firstly it really will be helpful if you can add an example to each run, for example for the last run what will be sunsitute to [output_word_clouds]?
I just create some empty files and gave the path.

this is the error :

Using TensorFlow backend. run k_comp_tanh WARNING:tensorflow:From /infodev1/home/m193053/PycharmProjects/KATE-master/autoencoder/utils/keras_utils.py:143: calling reduce_sum (from tensorflow.python.ops.math_ops) with keep_dims is deprecated and will be removed in a future version. Instructions for updating: keep_dims is deprecated, use keepdims instead 2018-06-06 10:33:58.571203: I tensorflow/core/platform/cpu_feature_guard.cc:140] Your CPU supports instructions that this TensorFlow binary was not compiled to use: SSE4.1 SSE4.2 AVX AVX2 FMA /home/m193053/anaconda3/envs/conda27/lib/python2.7/site-packages/keras/models.py:282: UserWarning: No training configuration found in save file: the model was *not* compiled. Compile it manually. warnings.warn('No training configuration found in save file: ' Saved doc codes file to /home/m193053/Downloads/out/vecfiles Saved topics file to /home/m193053/Downloads/out/topics Traceback (most recent call last): File "pred.py", line 162, in <module> main() File "pred.py", line 159, in main test(args) File "pred.py", line 114, in test word_cloud(weights, vocab, queries, save_file=args.word_clouds) File "/infodev1/home/m193053/PycharmProjects/KATE-master/autoencoder/testing/visualize.py", line 35, in word_cloud words = [(i, vocab[i]) for i in s] KeyError: 'interest'

and this is what I run:
python pred.py -i /home/m193053/Downloads/out/test.corpus -lm /home/m193053/Downloads/out/model -o /home/m193053/Downloads/out/vecfiles -st /home/m193053/Downloads/out/topics -sw /home/m193053/Downloads/out/words -wc /home/m193053/Downloads/out/clouds

vecfiles, topics, wordsand clouds I create a text file and give the path but I am not sure it is correct way to do.

Thanks for your time :)

[hugochan]

Hi,

It was caused by the out-of-vocabulary issue. We can only plot word clouds for those appearing in the vocabulary. In your case, the word interest hard coded in the original script is not part of the vocabulary. You will need to modify the list of words hard coded in the script for plotting word clouds.

I will make this repo more instructive once I have time, probably within this month.

[hugochan]

Hey @saria85 , your example run looks good. To fix the error you mentioned, you need to modify queries list for plotting word clouds. All the words in the queries list should exist in the vocabulary.