Giter Site home page Giter Site logo

pytorch-poetry-generation's Introduction

Pytorch Poetry Generation

More info about project: http://bdp.glia.ca/

Adapted from: Pytorch http://pytorch.org/

Specs

PyTorch (early-release Beta)

Anaconda3 4.3

Python 3.6

Cuda 8.0

to TRAIN

python main_pf.py --cuda --model=LSTM --emsize=512 --nhid=320 --nlayers=8 --batch-size=32

to GENERATE

Github/pytorch-poetry-generation/word_language_model$ python generate_pf-INFINITE.py --cuda --checkpoint='/media/jhave/429C7AC09C7AADD3/Github/PyTorch/models/2017-02-09T18-07-03/model-LSTM-emsize-2048-nhid_200-nlayers_8-batch_size_64-epoch_20-loss_6.68-ppl_792.65.pt'

VIDEOS of GENERATED Poetry

https://vimeo.com/channels/1201489

Acknowlegdement

The GTX TitanX GPU used in this research was generously donated by the NVIDIA Corporation.

pytorch-poetry-generation's People

Contributors

jhave 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

    🖖 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.