sagorbrur / LSTM-Text-Generator

LSTM written in Tensorflow that generates text

Home Page:https://your-shakespeare.herokuapp.com/

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LSTM Text Generator

Francesco Saverio Zuppichini

Quick start

Be use you have Tensorflow installed. Download the checkpoints here from ./core/checkpoints

To use a trained model:

python3 main.py --generate=True --from_model='shakespeare' --n_text=1000 --start_text="SIR " --layers=512,512

For now you also need to pass the EXACTLY number of layers you used to train the model Or visit our web app at : https://your-shakespeare.herokuapp.com/

To train from scratch

python3 main.py --train=True --file='data/bible.txt' --layers=512,512

Are you in trouble?

python3 main,py --help

Results

Here some generated text

SCENE	In the court of Wiles.


	[Enter KING EDWARD IV and the BASTARD OF ORLEANS]

HOTSPUR	The king is so too late to be the king.

KING HENRY VI	And that the country fool is strong and sort
	To strike a letter to his princely liege.

KING EDWARD IV	The king is to their hearts to this discourse,
	And to the court of this too long as they
	Will be a maid that shall be through a soldier.

KING EDWARD IV	What, art thou so? to thee and me the king?
	What shall we stand, my lord? why should I say?

KING HENRY IV	The king is so much marched with a cord.

KING HENRY VI	Why, this, my lord, that I did love the king,
	As I am glad of this, that I do love
	The sea of my dear father's son and me.
	What, with this son of England is the king?

CATESBY	There is a mother to the cardinal's head.

About

LSTM written in Tensorflow that generates text

https://your-shakespeare.herokuapp.com/

License:MIT License


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