Giter Site home page Giter Site logo

khavitidala / poem-generation Goto Github PK

View Code? Open in Web Editor NEW
0.0 2.0 0.0 203 KB

We create an Indonesian poem generation system using n-gram (MLE) and neural based language model (RNN, AWD-LSTM, ULMFiT). This repo is a part of Programming Assignment Report for NLP Course at Telkom University.

License: MIT License

Jupyter Notebook 100.00%

poem-generation's Introduction

Indonesian Poem Generation

We create an Indonesian poem generation system using n-gram (MLE) and neural based language model (RNN, AWD-LSTM, ULMFiT). This repo is a part of Programming Assignment Report for NLP Course at Telkom University.

Indonesian Poem Datasets

Thanks to Wikidepia which filtered Indonesian poems from various threads on twitter. You can check the datasets here

Neural-based Model Checkpoint

You can find all checkpoints here. Note that all checkpoints format is .pth.

Contributors

  • Muhammad Faiz Abdurrahman Djauhar (1301190361)
  • Ryan Abdurohman (1301191171)

Special Thanks

A big thanks to Jarvis Cloud which give me a discount for access sophisticated GPU, you can also rent at https://cloud.jarvislabs.ai/

poem-generation's People

Contributors

khavitidala avatar faizad1967 avatar

Watchers

James Cloos 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.