Git Product home page Git Product logo

fit-rec's People

Contributors

nijianmo avatar

Stargazers

 avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar

Watchers

 avatar  avatar  avatar

fit-rec's Issues

ValueError: Can not squeeze dim[2], expected a dimension of 1, got 5

I am trying to run heart_rate_aux.py to reproduce your results and I am getting the following error:

Traceback (most recent call last):
  File "C:\Users\syfan\PycharmProjects\fit-rec\venv\lib\site-packages\tensorflow\python\framework\ops.py", line 1864, in _create_c_op
    c_op = c_api.TF_FinishOperation(op_desc)
tensorflow.python.framework.errors_impl.InvalidArgumentError: Can not squeeze dim[2], expected a dimension of 1, got 5 for 'lambda_1/Squeeze_1' (op: 'Squeeze') with input shapes: [?,450,5].

During handling of the above exception, another exception occurred:

Traceback (most recent call last):
  File "C:\Users\syfan\PycharmProjects\fit-rec\FitRec\heart_rate_aux.py", line 334, in <module>
    main(args)
  File "C:\Users\syfan\PycharmProjects\fit-rec\FitRec\heart_rate_aux.py", line 328, in main
    my_lstm = keras_endoLSTM(argv, newModel)
  File "C:\Users\syfan\PycharmProjects\fit-rec\FitRec\heart_rate_aux.py", line 127, in __init__
    self.model = self.build_model(args)
  File "C:\Users\syfan\PycharmProjects\fit-rec\FitRec\heart_rate_aux.py", line 150, in build_model
    user_embedding = Lambda(lambda y: K.squeeze(y, 2))(user_embedding)
  File "C:\Users\syfan\PycharmProjects\fit-rec\venv\lib\site-packages\keras\engine\topology.py", line 550, in __call__
    output_shape = self.compute_output_shape(input_shape)
  File "C:\Users\syfan\PycharmProjects\fit-rec\venv\lib\site-packages\keras\layers\core.py", line 627, in compute_output_shape
    x = self.call(x)
  File "C:\Users\syfan\PycharmProjects\fit-rec\venv\lib\site-packages\keras\layers\core.py", line 659, in call
    return self.function(inputs, **arguments)
  File "C:\Users\syfan\PycharmProjects\fit-rec\FitRec\heart_rate_aux.py", line 150, in <lambda>
    user_embedding = Lambda(lambda y: K.squeeze(y, 2))(user_embedding)
  File "C:\Users\syfan\PycharmProjects\fit-rec\venv\lib\site-packages\keras\backend\tensorflow_backend.py", line 1771, in squeeze
    return tf.squeeze(x, [axis])
  File "C:\Users\syfan\PycharmProjects\fit-rec\venv\lib\site-packages\tensorflow\python\util\dispatch.py", line 180, in wrapper
    return target(*args, **kwargs)
  File "C:\Users\syfan\PycharmProjects\fit-rec\venv\lib\site-packages\tensorflow\python\util\deprecation.py", line 507, in new_func
    return func(*args, **kwargs)
  File "C:\Users\syfan\PycharmProjects\fit-rec\venv\lib\site-packages\tensorflow\python\ops\array_ops.py", line 3162, in squeeze
    return gen_array_ops.squeeze(input, axis, name)
  File "C:\Users\syfan\PycharmProjects\fit-rec\venv\lib\site-packages\tensorflow\python\ops\gen_array_ops.py", line 11642, in squeeze
    "Squeeze", input=input, squeeze_dims=axis, name=name)
  File "C:\Users\syfan\PycharmProjects\fit-rec\venv\lib\site-packages\tensorflow\python\framework\op_def_library.py", line 788, in _apply_op_helper
    op_def=op_def)
  File "C:\Users\syfan\PycharmProjects\fit-rec\venv\lib\site-packages\tensorflow\python\util\deprecation.py", line 507, in new_func
    return func(*args, **kwargs)
  File "C:\Users\syfan\PycharmProjects\fit-rec\venv\lib\site-packages\tensorflow\python\framework\ops.py", line 3616, in create_op
    op_def=op_def)
  File "C:\Users\syfan\PycharmProjects\fit-rec\venv\lib\site-packages\tensorflow\python\framework\ops.py", line 2027, in __init__
    control_input_ops)
  File "C:\Users\syfan\PycharmProjects\fit-rec\venv\lib\site-packages\tensorflow\python\framework\ops.py", line 1867, in _create_c_op
    raise ValueError(str(e))
ValueError: Can not squeeze dim[2], expected a dimension of 1, got 5 for 'lambda_1/Squeeze_1' (op: 'Squeeze') with input shapes: [?,450,5].

Process finished with exit code 1

The line that it refers to seems to be this one: user_embedding = Lambda(lambda y: K.squeeze(y, 2))(user_embedding)

Any ideas?

Using tensorflow==1.14.0 and keras==2.0.0 in Python 3.7 on Windows 11.

Ask for help about codes.

Thanks for sharing your source codes. But I didn't find the codes of the PERSONALIZED RECOMMENDATION (Section 5 in your paper). If it โ€™s convenient, could you also share this section.
I will be very grateful

No module "util" to setup logger

Dear authors,
When I run fitrec-attn.py, there is an error with module util (import util as util) at line 13.
Is there any file that needs your upload?
Thank you very much.

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.