TensorFlow Implementation

[sohamshashank1]

Could you please provide the Tensorflow implementation of the same code, where input in Tokenized text, same as in the blog. But the layers defined using TF.
Please

[sararob]

I'd like to add this. If you get to it before me feel free to submit a PR 😄

[Namansharma02]

I tried making this model but my accuracy is coming as zero.

Epoch 1/10
95646/95646 [==============================] - 63s 655us/step - loss: 1057.0534 - acc: 0.0000e+00

cant find the error

[Namansharma02]

is it because of the tensorflow version? mine is 1.12.0

[pgurazada]

@Namansharma02 In my case, running the model as per the blog post was giving nan's in loss. Correcting for the missing values in the data frame amended the situation. However, given that this is a regression problem, would the accuracy metric be of any value?

One last suggestion - @sararob has already put up a refined implementation here.