In this repository , we will look at some of the common techniques used to process textual data and we will implement them in Tensorflow.
This repo includes examples on
- Use of Basic NLP Libraries in TensorFlow
- Working with TensorFlow Built-in NLP data-sets
- IMDB Movie Review classification model
- Sarcasm Detection using TV Headlines
- Exploring the BBC News dataset and visualizing the data using the Embedding layer
- A headstart python notebook on how to generate text using Sequence models
- An example of shakespearean poetry generation using LSTM