Giter VIP home page Giter VIP logo

tttitles's Introduction

tttitles

A neural network that learns to generate interesting book titles.

Get Training Data

  • Crawl: Run scrapy runspider title_scraper.py -o titles.json to get book titles from some listopia on Goodreads slike Best Book Titles.
  • Clean: Run python data_preprocess.py titles.json titles.txt to get rid of the titles with annoying non-ASCII characters and save the clean version as plain text in titles.txt.

Training

  • Run python train_and_save.py to train a char-RNN model and save it in *.pt format.
  • Tune the parameters like learning_rate, dropout, etc.

Generate some fun book titles

  • Run python sample.py to read the model from file and generate random fun book titles.

tttitles's People

Contributors

caren-guo avatar

Watchers

 avatar

Forkers

ctrcodex

Recommend Projects

  • React photo React

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

  • Vue.js photo Vue.js

    ๐Ÿ–– 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. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

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 โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.