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deepmove's Issues

Missing indentations

Hi, Jie
Sorry to bother you. Your work is excellent, but I have encountered some minor problems when reading the code.
At train.py in codes document, when defining generate_input_long_history2, there may be missing an indentation at every line from 145 to 154.

Compatibility with Python 3.7 with no GPU

Hello, Thank you for this very interesting work! If anyone wants to run this on Python 3.7 with no cuda enabled, you need to do the following changes.

  1. import cPickle as pickle -> import pickle

  2. Avoid error while reading ASCII with pickle

data = pickle.load(open(self.data_path + self.data_name + '.pk', 'rb')) - >

with open(self.data_path + self.data_name + '.pk', 'rb') as f:
            u = pickle._Unpickler(f)
            u.encoding = 'latin1'
            data = u.load()
  1. There is a race condition occuraing while creating directories

os.mkdir(SAVE_PATH + tmp_path) - > os.makedirs(SAVE_PATH + tmp_path, exist_ok=True)

ValueError: could not convert string to float

Hi,Jie Feng
I am sorry to bother you. Your work is perfect, but I have encountered some minor problems when running the code.
When I run main.py as instructed, I get a ValueError: could not convert string to float at
data = pickle.load(open(self.data_path + self.data_name + '.pk', 'rb'))
I am running under Python 2.7.16 and ubuntu 18.04

questions about the dataset.

Hi Jie, thank you for sharing.

I have two questions about the dataset:

  • how to generate the tweets_clean.txt
  • and what's the meaning of each filed in tweets_clean.txt

Thank you for your time, :P

An indent bug in train.py

DeepMove/codes/train.py

Lines 143 to 154 in 0acff5d

for c, i in enumerate(train_id):
session.extend(sessions[i])
target = np.array([s[0] for s in session[1:]])
loc_tim = []
loc_tim.extend([(s[0], s[1]) for s in session[:-1]])
loc_np = np.reshape(np.array([s[0] for s in loc_tim]), (len(loc_tim), 1))
tim_np = np.reshape(np.array([s[1] for s in loc_tim]), (len(loc_tim), 1))
trace['loc'] = Variable(torch.LongTensor(loc_np))
trace['tim'] = Variable(torch.LongTensor(tim_np))
trace['target'] = Variable(torch.LongTensor(target))
data_train[u][i] = trace

What does i in data_train[u][i] = trace refer to? Might be some missing indentations?

about foursquare.pk

Hi Jie, thanks for your sharing!
I have benefited a lot after reading your paper, but I have some questions about the attributes in the foursquare.pk file.Could you explain this file?
Thank you!

Exception has occurred: UnicodeDecodeError

Exception has occurred: UnicodeDecodeError
'ascii' codec can't decode byte 0xeb in position 2: ordinal not in range(128)

Hi vonfeng,when I execute data = pickle.load(open(self.data_path + self.data_name + '.pk', 'rb'))
it occur the exception.Could you please tell me the reason and how to load the data correctly? thanks

Testing

Python versions and slight changes in the code for testing with current versions.

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