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ahxt / NeuACF

Implementation of paper Aspect-Level Deep Collaborative Filtering via Heterogeneous Information Networks
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which file shoud be used ? #1

Open SeekPoint opened 6 years ago

SeekPoint commented 6 years ago

(.venv) mldl@ub1604:~/ub16_prj/NeuACF/src$ python3.6 ./acf.py ../dataset/amazon/ --mat "U.UIU,I.IUI,U.UITIU,I.ITI,U.UIVIU,I.IVI,U.UICIU,I.ICI" --epochs 40 --last_layer_size 64 --batch_size 1024 --num_of_neg 10 --learn_rate 0.00005 --num_of_layers 2 --mat_select median /home/mldl/v_pub_py36/.venv/lib/python3.6/importlib/_bootstrap.py:219: RuntimeWarning: numpy.dtype size changed, may indicate binary incompatibility. Expected 96, got 88 return f(*args, *kwds) /home/mldl/v_pub_py36/.venv/lib/python3.6/importlib/_bootstrap.py:219: RuntimeWarning: numpy.dtype size changed, may indicate binary incompatibility. Expected 96, got 88 return f(args, **kwds) Usage: acf.py [options]

(.venv) mldl@ub1604:~/ub16_prj/NeuACF/src$ python3.6 ./acf.py ../dataset/amazon/amovie.train.rating --mat "U.UIU,I.IUI,U.UITIU,I.ITI,U.UIVIU,I.IVI,U.UICIU,I.ICI" --epochs 40 --last_layer_size 64 --batch_size 1024 --num_of_neg 10 --learn_rate 0.00005 --num_of_layers 2 --mat_select median /home/mldl/v_pub_py36/.venv/lib/python3.6/importlib/_bootstrap.py:219: RuntimeWarning: numpy.dtype size changed, may indicate binary incompatibility. Expected 96, got 88 return f(*args, *kwds) /home/mldl/v_pub_py36/.venv/lib/python3.6/importlib/_bootstrap.py:219: RuntimeWarning: numpy.dtype size changed, may indicate binary incompatibility. Expected 96, got 88 return f(args, **kwds) Usage: acf.py [options] (.venv) mldl@ub1604:~/ub16_prj/NeuACF/src$

ahxt commented 5 years ago

I have updated the code and you can try the new code, thanks!

SeekPoint commented 5 years ago

(.venv) ub16hp@UB16HP:~/ub16_prj/NeuACF/src$ python3.6 acf.py ../dataset/amazon/ amovie --mat "U.UIU,I.IUI,U.UITIU,I.ITI,U.UIVIU,I.IVI,U.UICIU,I.ICI" --epochs 40 --last_layer_size 64 --batch_size 1024 --num_of_neg 10 --learn_rate 0.00005 --num_of_layers 2 --mat_select median

--mat_select median

--merge attention

--num_of_neg 10

--last_layer_size 64

--epochs 40

--mat U.UIU,I.IUI,U.UITIU,I.ITI,U.UIVIU,I.IVI,U.UICIU,I.ICI

--batch_size 1024

--learn_rate 0.00005

--num_of_layers 2

../dataset/amazon/

amovie

U_feature1 shape: (6170, 6170)

I_feature1 shape: (2753, 2753)

Traceback (most recent call last): File "acf.py", line 109, in U_feature2 = pd.read_csv( U_feature_dir2, sep=",", header=None ).fillna( 0 ).as_matrix() File "/home/ub16hp/ub16_prj/NeuACF/.venv/lib/python3.6/site-packages/pandas/io/parsers.py", line 655, in parser_f return _read(filepath_or_buffer, kwds) File "/home/ub16hp/ub16_prj/NeuACF/.venv/lib/python3.6/site-packages/pandas/io/parsers.py", line 405, in _read parser = TextFileReader(filepath_or_buffer, kwds) File "/home/ub16hp/ub16_prj/NeuACF/.venv/lib/python3.6/site-packages/pandas/io/parsers.py", line 762, in init self._make_engine(self.engine) File "/home/ub16hp/ub16_prj/NeuACF/.venv/lib/python3.6/site-packages/pandas/io/parsers.py", line 966, in _make_engine self._engine = CParserWrapper(self.f, self.options) File "/home/ub16hp/ub16_prj/NeuACF/.venv/lib/python3.6/site-packages/pandas/io/parsers.py", line 1582, in init self._reader = parsers.TextReader(src, **kwds) File "pandas/_libs/parsers.pyx", line 394, in pandas._libs.parsers.TextReader.cinit (pandas/_libs/parsers.c:4209) File "pandas/_libs/parsers.pyx", line 710, in pandas._libs.parsers.TextReader._setup_parser_source (pandas/_libs/parsers.c:8873) FileNotFoundError: File b'../dataset/amazon/U.UITIU.pathsim.feature.median' does not exist (.venv) ub16hp@UB16HP:~/ub16_prj/NeuACF/src$

SeekPoint commented 5 years ago

(.venv) ub16hp@UB16HP:~/ub16_prj/NeuACF/src$ python3.6 acf.py ../dataset/amazon/ amovie --mat "U.UIU,I.IUI,U.UICIU,I.ICI" --epochs 40 --last_layer_size 64 --batch_size 1024 --num_of_neg 10 --learn_rate 0.00005 --num_of_layers 2 --mat_select median

--num_of_neg 10

--mat U.UIU,I.IUI,U.UICIU,I.ICI

--batch_size 1024

--merge attention

--epochs 40

--learn_rate 0.00005

--mat_select median

--last_layer_size 64

--num_of_layers 2

../dataset/amazon/

amovie

U_feature1 shape: (6170, 6170)

I_feature1 shape: (2753, 2753)

Traceback (most recent call last): File "acf.py", line 109, in U_feature2 = pd.read_csv( U_feature_dir2, sep=",", header=None ).fillna( 0 ).as_matrix() NameError: name 'U_feature_dir2' is not defined (.venv) ub16hp@UB16HP:~/ub16_prj/NeuACF/src$

ahxt commented 5 years ago

Since in this repo I do not upload more Aspect information(for example, T, V information in amazon datatset), and if you want more information, you should compute the similarity matrix first. you can run this code: python ./acf.py ../dataset/amazon/ amovie --mat "U.UIU,I.IUI,U.UICIU,I.ICI" --epochs 40 --last_layer_size 64 --batch_size 1024 --num_of_neg 10 --learn_rate 0.00005 --num_of_layers 2 --mat_select median

Abigale001 commented 4 years ago

Have you dealt with this NameError problem?

NameError: name 'U_feature_dir2' is not defined

After I run @ahxt 's recommend command, I still have this problem.

Shodowelf commented 3 years ago

Have you dealt with this NameError problem?

NameError: name 'U_feature_dir2' is not defined

After I run @ahxt 's recommend command, I still have this problem.

If you dealt it?