rtg

Reader Translator Generator - NMT toolkit based on pytorch

https://github.com/isi-nlp/rtg

Science Score: 10.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • CITATION.cff file
  • codemeta.json file
  • .zenodo.json file
  • DOI references
  • Academic publication links
  • Committers with academic emails
    3 of 8 committers (37.5%) from academic institutions
  • Institutional organization owner
  • JOSS paper metadata
  • Scientific vocabulary similarity
    Low similarity (6.3%) to scientific vocabulary

Keywords

machine-learning-library machine-translation natural-language-generation natural-language-processing pytorch reader-translator-generator rtg
Last synced: 6 months ago · JSON representation

Repository

Reader Translator Generator - NMT toolkit based on pytorch

Basic Info
  • Host: GitHub
  • Owner: isi-nlp
  • License: other
  • Language: Jupyter Notebook
  • Default Branch: master
  • Homepage: https://isi-nlp.github.io/rtg
  • Size: 6.23 MB
Statistics
  • Stars: 31
  • Watchers: 8
  • Forks: 5
  • Open Issues: 2
  • Releases: 10
Topics
machine-learning-library machine-translation natural-language-generation natural-language-processing pytorch reader-translator-generator rtg
Created over 6 years ago · Last pushed over 2 years ago
Metadata Files
Readme Changelog License

README.md

Reader-Translator-Generator (RTG)

image

Reader-Translator-Generator (RTG) is a Neural Machine Translation toolkit based on pytorch.

Documentation: https://isi-nlp.github.io/rtg/

for editing/improving docs go to docs/ directory.


Questions or Issues

Please use github issues to ask a question or report an issue : 1. https://github.com/isi-nlp/rtg/issues (public/ external repo) 2. https://github.com/isi-nlp/rtg-in/issues (an internal fork, for ISI NLP)

ACKNOWLEDGEMENTS

  • The research is based upon work supported by the Office of the Director of National Intelligence (ODNI), Intelligence Advanced Research Projects Activity (IARPA), via AFRL Contract #FA8650-17-C-9116. The views and conclusions contained herein are those of the authors and should not be interpreted as necessarily representing the official policies or endorsements, either expressed or implied, of the ODNI, IARPA, or the U.S. Government. The U.S. Government is authorized to reproduce and distribute reprints for Governmental purposes notwithstanding any copyright annotation thereon.

  • This material is based on research sponsored by Air Force Research Laboratory (AFRL) under agreement number FA8750-19-1-1000. The U.S. Government is authorized to reproduce and distribute reprints for Government purposes notwithstanding any copyright notation therein.

Owner

  • Name: ISI NLP
  • Login: isi-nlp
  • Kind: organization
  • Location: Marina del Rey, CA

GitHub Events

Total
  • Watch event: 1
Last Year
  • Watch event: 1

Committers

Last synced: over 2 years ago

All Time
  • Total Commits: 1,006
  • Total Committers: 8
  • Avg Commits per committer: 125.75
  • Development Distribution Score (DDS): 0.346
Past Year
  • Commits: 1
  • Committers: 1
  • Avg Commits per committer: 1.0
  • Development Distribution Score (DDS): 0.0
Top Committers
Name Email Commits
Thamme Gowda tg@i****u 658
Thamme Gowda t****n@g****m 254
Ljferrer l****r@g****m 53
Thamme Gowda t****a 30
Luke Harold Miles l****e@i****u 6
Saurabh Jain s****0 3
Thamme Gowda tg@h****u 1
Luke Harold Miles l****e@m****t 1
Committer Domains (Top 20 + Academic)

Issues and Pull Requests

Last synced: 9 months ago

All Time
  • Total issues: 11
  • Total pull requests: 11
  • Average time to close issues: 2 months
  • Average time to close pull requests: 1 day
  • Total issue authors: 3
  • Total pull request authors: 2
  • Average comments per issue: 0.36
  • Average comments per pull request: 0.18
  • Merged pull requests: 11
  • Bot issues: 0
  • Bot pull requests: 0
Past Year
  • Issues: 0
  • Pull requests: 0
  • Average time to close issues: N/A
  • Average time to close pull requests: N/A
  • Issue authors: 0
  • Pull request authors: 0
  • Average comments per issue: 0
  • Average comments per pull request: 0
  • Merged pull requests: 0
  • Bot issues: 0
  • Bot pull requests: 0
Top Authors
Issue Authors
  • thammegowda (6)
  • saurabhj80 (4)
  • joelthe1 (1)
Pull Request Authors
  • thammegowda (8)
  • saurabhj80 (3)
Top Labels
Issue Labels
bug (3)
Pull Request Labels

Packages

  • Total packages: 1
  • Total downloads:
    • pypi 58 last-month
  • Total dependent packages: 0
  • Total dependent repositories: 2
  • Total versions: 11
  • Total maintainers: 1
pypi.org: rtg

Reader Translator Generator(RTG), a Neural Machine Translator(NMT) toolkit based on Pytorch

  • Versions: 11
  • Dependent Packages: 0
  • Dependent Repositories: 2
  • Downloads: 58 Last month
Rankings
Dependent packages count: 10.0%
Stargazers count: 11.5%
Dependent repos count: 11.6%
Average: 12.7%
Forks count: 13.3%
Downloads: 17.1%
Maintainers (1)
Last synced: 6 months ago

Dependencies

setup.py pypi
  • nlcodec *
  • portalocker *
  • pyspark *
  • ruamel.yaml *
  • sacrebleu *
  • sacrebleu_macrof *
  • sacremoses *
  • sentencepiece *
  • tensorboard *
  • torch *
  • torchtext *
  • tqdm *
  • utoken *
  • wildebeest *