sebischair / Lbl2Vec

Lbl2Vec learns jointly embedded label, document and word vectors to retrieve documents with predefined topics from an unlabeled document corpus.

Date Created 2021-07-18 (3 years ago)

Commits 36 (last one about a year ago)

Stargazers 178 (0 this week)

Watchers 6 (0 this week)

Forks 28

License bsd-3-clause

Ranking

RepositoryStats indexes 595,856 repositories, of these sebischair/Lbl2Vec is ranked #196,727 (67th percentile) for total stargazers, and #300,666 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #35,324/119,431.

sebischair/Lbl2Vec is also tagged with popular topics, for these it's ranked: python (#9,232/22324), machine-learning (#3,570/8063), nlp (#1,064/2430), natural-language-processing (#638/1429), text-classification (#120/279)

Other Information

sebischair/Lbl2Vec has 1 open pull request on Github, 2 pull requests have been merged over the lifetime of the repository.

Github issues are enabled, there are 7 open issues and 4 closed issues.

There have been 3 releases, the latest one was published on 2022-12-29 (about a year ago) with the name Lbl2TransformerVec.

Homepage URL: https://wwwmatthes.in.tum.de/pages/naimi84squl1/Lbl2Vec-An-Embedding-based-Approach-for-Unsupervised-Document-Retrieval-on-Predefined-Topics

All Topics

nlp python word-embeddings label-embeddings machine-learning document-embeddings text-classification natural-language-processing unsupervised-classification unsupervised-document-retrieval

Star History

Github stargazers over time

Watcher History

Github watchers over time, collection started in '23

Recent Commit History

27 commits on the default branch (main) since jan '22

Yearly Commits

Commits to the default branch (main) per year

Issue History

Languages

The only known language in this repository is Python

updated: 2024-12-10 @ 11:25am, id: 387239203 / R_kgDOFxTNIw