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View Code? Open in Web Editor NEWTensorFlow implementation of AutoRec
TensorFlow implementation of AutoRec
Instructions for updating:
Use the retry module or similar alternatives.
{'helpfull': <tensorflow.python.platform.app._HelpfullFlag object at 0x000001BD765CB550>, 'n_epochs': <absl.flags._flag.Flag object at 0x000001BD73426E10>, 'keep': <absl.flags._flag.Flag object at 0x000001BD765CB390>, 'input_dir': <absl.flags._flag.Flag object at 0x000001BD4D889080>, 'hidden_size': <absl.flags._flag.Flag object at 0x000001BD7341C160>, 'helpshort': <tensorflow.python.platform.app._HelpshortFlag object at 0x000001BD765CB5C0>, 'batch_size': <absl.flags._flag.Flag object at 0x000001BD7330FF28>, 'lr': <absl.flags._flag.Flag object at 0x000001BD765CB240>, 'penalty': <absl.flags._flag.Flag object at 0x000001BD765CB2E8>, 'h': <tensorflow.python.platform.app._HelpFlag object at 0x000001BD765CB470>, 'help': <tensorflow.python.platform.app._HelpFlag object at 0x000001BD765CB470>, 'random_state': <absl.flags._flag.Flag object at 0x000001BD765CB438>}
D:\pythonWorkSpace\AAC-yibubu\AutoRec\a\utils.py:7: ParserWarning: Falling back to the 'python' engine because the 'c' engine does not support regex separators (separators > 1 char and different from '\s+' are interpreted as regex); you can avoid this warning by specifying engine='python'.
ratings = pd.read_csv(fname, delimiter='::', names=['userId', 'movieId', 'rating', 'timestamp'])
Traceback (most recent call last):
File "D:/pythonWorkSpace/AAC-yibubu/AutoRec/a/main.py", line 26, in
tf.app.run()
File "E:\Anaconda\lib\site-packages\tensorflow\python\platform\app.py", line 126, in run
_sys.exit(main(argv))
File "D:/pythonWorkSpace/AAC-yibubu/AutoRec/a/main.py", line 21, in main
FLAGS.data = load_ratings('%s/ratings.dat' % FLAGS.input_dir, random_state=FLAGS.random_state)
File "E:\Anaconda\lib\site-packages\tensorflow\python\platform\flags.py", line 88, in setattr
return self.dict['__wrapped'].setattr(name, value)
File "E:\Anaconda\lib\site-packages\absl\flags_flagvalues.py", line 498, in setattr
return self._set_unknown_flag(name, value)
File "E:\Anaconda\lib\site-packages\absl\flags_flagvalues.py", line 374, in _set_unknown_flag
raise _exceptions.UnrecognizedFlagError(name, value)
absl.flags._exceptions.UnrecognizedFlagError: Unknown command line flag 'data'
hi, when I run the code in Pycharm, it can not work well and said that "Unknown command line flag 'data'", could you help solve this problem?
hi. It does not produce the same result as the paper. It does not converge.
does your implementation give the expected result as in the paper?
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