text-generator

How to Build a Text Generator using TensorFlow and Keras in Python

To run this:

• pip3 install -r requirements.txt
• To use pre-trained text generator model that was trained on Alice's wonderland text book or Python Code:

  python generate.py --help
  

  This will prompt you with the choice, seed and number of characters you want! Here is an example on Alice's wonderland with 200 characters:

  Generated text:
  the duchess asked to the dormouse she wanted about for the world all her life i dont know what to think that it was so much sort of mine for the world a little like a stalking and was going to the mou
  

  Another example:

  Please choose which model you want to generate text with:
  1 - Alice's wonderland
  2 - Python Code
  2
  Enter the seed, enter q to quit, maximum 100 characters:
  import os
  import sys
  import subprocess
  import numpy as np
  q
  Enter number of characters you want to generate: 200
  Generating text: 100%|█████████████████████████████████████████████████████████████████████████████████████████████████| 200/200 [00:44<00:00,  4.68it/s]
  Generated text:
  import pandas as pd
  import os
  import numpy as np
  import pandas as pd
  import matplotlib.pyplot as plt
  import numpy as np
  import tensorflow as tf
  
  config = tf.configproto(intra_op_parallelism_threads=n