PoemGenerator

Write like Shakespeare with the power of Recurrent Neural Networks. A flask webapp equipped with a tensorflow RNN model that takes in sentence and generates poem like the great poet William Shakespeare.

Checkout the app: https://ml-poem-generator.herokuapp.com/

Checkout the article: https://digitaltesseract.com/2020/05/26/sentence-generation-using-rnn/

Create a Virtual Environment in Python

• Install virtualenv

pip install virtualenv

• Create a virtual environment (Here the name of the virtualenv is 'poemgenerator' you can name it whatever you want and it will be created in your pwd)

virtualenv poemgenerator

• Start the virtual environment

• Linux/Mac

source poemgenerator/bin/activate

• Windows

poemgenerator\Scripts\activate

Install all packages used here

pip install -r requirements.txt

To train the model

python train.py

To generate poems on terminal

python generate.py

To run the flask app

python app.py