Emoji Prediction : Custom Input

#1

I am repeatedly getting errors when I am trying to predict emoji for a randomly given sentence. Pls guide me how to process a random string and get desired emoji for that.

#2

Hey @ds_course, make sure you are applying same preprocessin as applied on training data.

#3

I have applied the same pre-processing. But still getting errors.

#4

Hey @ds_course, share the ipynb file after uploading it on google drive

#5

I am getting the same emoji again and again when i am trying it with custom input. Kindly check. Code : https://drive.google.com/open?id=1plKkxMjYGYn-8b0wlKD5dgtBvHK4kM5x

#6

Hey @ds_course, you made two mistakes,

def predict(s):
    embedding_matrix_o = np.zeros((1,10,50))
    x = s.split()
    for j in range(len(x)):
        p = x[j].lower()
        print(p)
        embedding_matrix_o[0][j] = embeddings[p] # you forget to specify [j] here 
    pred = model.predict_classes(embedding_matrix_o)
    return pred

and
s = input()
pred = predict(s) # after predicting you forgot to store it in pred.

Hope this resolved your doubt.
Plz mark the doubt as resolved in my doubts section. :blush:

#7

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