The issue here is that your tag is not a valid string because it has carriage returns. You have to convert your lines to a proper string:
for lines in tags.split(”
tags += lines.split(”
It is also strange that you are not using the ValueError.
If you are not using the ValueError you could just do this instead:
tags = 
for i in tags.split(”
i = i.split(“,”)
LSTM, time series model, using fit_generator
I am trying to use Keras with Tensorflow 1.1.0 to make time series classification.
I have 10 features, 5 features are the features for each day, and 5 features are the features for each hour.
For the 1 time series, my first feature for each day is the total number of people at that location (considering 1 is the data we have for today)
And for the 2nd feature, I have the total number of people at that location for each hour.
I have the following data format:
I was trying to use fit_generator in Keras to predict new data, however, I am getting the following error
ValueError: setting an array element with a sequence.
During handling of the above exception, another exception occurred:
ValueError: Error when checking target: expected dense_4 to have 2 dimensions, but got array with shape (290, 2)
Here is the code for my model
from keras.models import Sequential
from keras.layers import Dense
from keras.layers import LSTM
from keras.layers import TimeDistributed
from keras.layers import Activation
feature_dim = 10
features = [
1, 2, 2, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1,
1, 1, 1
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Postmortem studies have shown lower densities of serotonin (5-HT) transporters in depressive disorders, suggesting a role for 5-HT in the pathogenesis of depression. Our group recently found low 5-HT transporter density in the thalamus of euthymic patients with bipolar affective disorders, and in the hippocampus of medicated depressed patients. The 5-HT transporters are linked to serotonergic action and their density might therefore be related to serotonergic transmission. No studies have examined 5-HT transporter density in psychosis prior to treatment. We hypothesized that 5-HT transporter density in the brain would be