roopalgarg roopalgarg - 9 months ago 62
Python Question

Tensorflow examples for RNN

I am trying to implement basic NLP tasks in Tensorflow without using the build in modules as much as possible (just for learning sake)

I have been trying to implement a Part of Speech tagger using data from http://www.cnts.ua.ac.be/conll2000/chunking/

I am having a little difficulty with implementing a RNN code from scratch using an embedding layer in front and was wondering if there are examples and implementations on the same.

I have seen tons of examples using Theano and on MNIST data but havent been able to find a concrete implementation of RNNs from scratch in Tensorflow on textual data.

Any suggestions?

Answer Source

after searching for a long time, I decided to do it on my own. Here are a couple of repos I created:

recurrent-neural-nets-tensorflow

lstm-tensorflow