quantitative-technologies/tensorflow-text-classification

Text Classification with the High-Level TensorFlow API

tensorflow-text-classification

Text Classification with the High-Level TensorFlow API

This is the source code for the Medium article: https://medium.com/quantitative-technologies/text-classification-with-the-high-level-tensorflow-api-390809987a4f

File Descriptions

perceptron.py Trains and evaluates the Perceptron model.

perceptron_example.py Runs the Perceptron Example in the article.

mlp.py Trains and evaluates the Multilayer Perceptron model.

rnn.py Trains and evaluates Recurrent Neural Network model.

common.py Common routines used by the above code files.

tensorflow-text-classification's Issues

How to query 1 email at the time?

I have used this code and works pretty well, you really push me forward alot, i was doing something simpler.
After getting the model the way i wanted i was ready to test it. i am readying emails directly from outlook so i have to process 1 by 1, your code process an array of emails.
So i create a text file for the query.py test, with 1 line. it will fail because is not an array of emails.
fails on this line:

def process_vocabulary():
                   .....
                  test_bow = np.array(list(vocabulary_processor.transform(test_sentences)))
                   ....

how to modify the code to work with just 1 email at the time.
this will really help me.

Thanks
Daniel