shakespeare-write-up-ai's Introduction

Shakespeare Write-Up AI

NLP AI to generate paragraph that shakespeare would have written from a single word

Requirements:

Tensorflow

Pandas

Numpy

matplotlib

Brief:

The program is using Recurrent neural networks (RNN).

Model: "sequential"

Layer (type) Output Shape Param #

embedding (Embedding) (128, None, 64) 5376

gru (GRU) (128, None, 1026 3361176

dense (Dense) (128, None, 84) 86268

Layer (type)	Output Shape	Param #
embedding (Embedding)	(128, None, 64)	5376
gru (GRU)	(128, None, 1026	3361176
dense (Dense)	(128, None, 84)	86268

Example:

print(generate_text(model, "JULIET", gen_size=1000))

Output:

JULIETHIUS. She comes from his behalf take up resolve. OLIVIA. I will, my sword. Know, my lord, I cannot ever since my painful man, And there to save with likewise which Wept bargains, and how his grasping hand in him, Will put it up to argusy good creation; but My little bed-world's ntstance keep The reading and indusicatique to us! Mistress May,
Let me be rough to fear content I would, And gave them not to sleep. My house to brave, Read not the soul upon your Grace becomes yellven For Thesess, miracles! GLOUCESTER. I get so oft that horse the one might commend. SEBASTIAN. I had. Then the Moon'st article I have destroy'd, Balifous any in my mountaines better, Even to myself wants, and raise departure, And the weak ragged thanks I do excuse You would have tongue? DEMETRIUS. Shame got we be lack'd even hollowed thy face. COSTARD. Grandam, what needs there. THURIO. Then thou art daggers! Hence! Descends.

Pob.

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