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Cross-Topic Quotes Generation using Word Embeddings

Python 38.57% Jupyter Notebook 61.43%
glove glove-embeddings word-embeddings nlp nlp-machine-learning quotes generative-model lstm machine-learning keras keras-neural-networks keras-tensorflow quote glove-vectors machine-learning-algorithms machinelearning natural-language-processing generative-art rnn rnn-model

quotegen's Introduction

QuoteGen

Cross-Topic Quotes Generation using Word Embeddings

Machine Learning to Generate Quotes across different topics (Cross-Topic Quotes Generation). Refer to Quotes Generation using Word Embeddings.ipynb for a detailed explanation. For usage, run python generate.py -h

On death and love:

  • Input seed: i find the death of a young person the most
  • Output: important thing in the world

2018-05-28

  • Extended input capactiy to more than two topics
  • Included functionality of custom seed input

2018-05-30

  • Set input and output paragraph length

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