Giter VIP home page Giter VIP logo

santhalakshminarayana / quotation_generation_glove_lstm_pytorch Goto Github PK

View Code? Open in Web Editor NEW
1.0 1.0 0.0 438 KB

Quotation generation using LSTM - Pytorch with custom embeddings trained with Glove model.

Home Page: https://medium.com/towards-artificial-intelligence/quotes-generation-for-social-media-with-web-scrapping-glove-embeddings-training-and-lstm-in-e07c03491f15?source=---------2------------------

Jupyter Notebook 100.00%
pytorch-implementation pytroch nlp nlp-machine-learning natural-language-processing natural-language-generation lstm lstm-neural-network lstm-pytorch glove

quotation_generation_glove_lstm_pytorch's Introduction

Quotation Generation with custom embeddings from Glove model and LSTM implementation in Pytorch

English Quotations generation by training Language Model in Pytorch with custom dataset by webscrapping from website.
For language model dataset, custom word embeddings are trained using Glove model on quotes.txt.

Medium article

Read implemantion in medium article.

quotation_generation_glove_lstm_pytorch's People

Contributors

santhalakshminarayana avatar

Stargazers

avatar

Watchers

avatar

quotation_generation_glove_lstm_pytorch's Issues

Splits used to replace in quote

Why would you replace the same thing with the same thing? aren't those unnecessary in this line?

quote = quote.replace(',', ' ,').replace('.', ' .').replace('_','').strip('\n') + ' ;'

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.