Git Product home page Git Product logo

whitten / generating-text-small-corpus Goto Github PK

View Code? Open in Web Editor NEW

This project forked from paraschopra/generating-text-small-corpus

0.0 2.0 0.0 231.79 MB

Generating style-specific text from a small corpus of 2.5k sentences using a pre-trained language model. Code in PyTorch

Home Page: https://towardsdatascience.com/generating-new-ideas-for-machine-learning-projects-through-machine-learning-ce3fee50ec2

Jupyter Notebook 100.00%

generating-text-small-corpus's Introduction

Code for generating machine learning ideas using machine learning.

It accompanies the article where I explain how to generate style specific text using transfer learning on a pre-trained language model.

It uses a pre-trained language model on a small dataset (corpus: one of 2500 sentences of machine learning ideas, the other one of 5000 sentences of philosophy quotes).

Requires

  • FastAI v1
  • PyTorch v1
  • Pandas

generating-text-small-corpus's People

Contributors

paraschopra avatar

Watchers

 avatar  avatar

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.