jalammar / ecco

Explain, analyze, and visualize NLP language models. Ecco creates interactive visualizations directly in Jupyter notebooks explaining the behavior of Transformer-based language models (like GPT2, BERT, RoBERTA, T5, and T0).

Date Created 2020-11-07 (3 years ago)

Commits 309 (last one 10 months ago)

Stargazers 1,939 (7 this week)

Watchers 24 (0 this week)

Forks 165

License bsd-3-clause

Ranking

RepositoryStats indexes 536,158 repositories, of these jalammar/ecco is ranked #25,137 (95th percentile) for total stargazers, and #90,351 for total watchers. Github reports the primary language for this repository as Jupyter Notebook, for repositories using this language it is ranked #541/14,975.

jalammar/ecco is also tagged with popular topics, for these it's ranked: pytorch (#447/5598), nlp (#197/2265), visualization (#160/1477), natural-language-processing (#134/1320)

Other Information

jalammar/ecco has 4 open pull requests on Github, 24 pull requests have been merged over the lifetime of the repository.

Github issues are enabled, there are 32 open issues and 31 closed issues.

There have been 10 releases, the latest one was published on 2022-01-09 (2 years ago) with the name v0.1.2: hotfix.

Homepage URL: https://ecco.readthedocs.io

All Topics

nlp pytorch explorables visualization language-models natural-language-processing

Star History

Github stargazers over time

Watcher History

Github watchers over time, collection started in '23

Recent Commit History

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

Yearly Commits

Commits to the default branch (main) per year

Issue History

Languages

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

updated: 2024-07-03 @ 07:03pm, id: 310815780 / R_kgDOEoasJA