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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

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