salesforce / MultiHopKG

Multi-hop knowledge graph reasoning learned via policy gradient with reward shaping and action dropout

Date Created 2018-09-26 (5 years ago)

Commits 29 (last one 3 months ago)

Stargazers 298 (0 this week)

Watchers 14 (0 this week)

Forks 71

License bsd-3-clause

Ranking

RepositoryStats indexes 534,551 repositories, of these salesforce/MultiHopKG is ranked #126,157 (76th percentile) for total stargazers, and #151,074 for total watchers. Github reports the primary language for this repository as Jupyter Notebook, for repositories using this language it is ranked #2,700/14,929.

salesforce/MultiHopKG is also tagged with popular topics, for these it's ranked: pytorch (#1,841/5588), reinforcement-learning (#378/1189), knowledge-graph (#102/326)

Other Information

salesforce/MultiHopKG has 2 open pull requests on Github, 3 pull requests have been merged over the lifetime of the repository.

Github issues are enabled, there are 6 open issues and 23 closed issues.

Homepage URL: https://arxiv.org/abs/1808.10568

All Topics

pytorch action-dropout reward-shaping knowledge-graph policy-gradient multi-hop-reasoning reinforcement-learning

Star History

Github stargazers over time

Watcher History

Github watchers over time, collection started in '23

Recent Commit History

4 commits on the default branch (master) since jan '22

Yearly Commits

Commits to the default branch (master) per year

Issue History

Languages

The primary language is Jupyter Notebook but there's also others...

updated: 2024-06-26 @ 03:47am, id: 150488867 / R_kgDOCPhHIw