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Trending Categories Repositories Insights Dependencies Withheld

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Topics: publishing

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3 repositories by Attention Score · Aug 5, 2026 – Nov 2, 2026 (UTC)

Language: Python
Topic: publishing
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1.nteract / papermill

📚 Parameterize, execute, and analyze notebooks

jupyter
notebooks
notebook-generator
nteract
publishing
pipeline
+5 more

Python BSD-3-CLAUSE6.5K total465 forks

+45 stars

from 6,453 · score 3.83

2.JohannesBuchner / languagecheck

Improve the language of your paper before submission

language-analysis
python
proof-reading
grammar-checker
publishing
latex
+1 more

Python BSD-2-CLAUSE111 total13 forks

+1 stars

from 110 · score 0.69

3.scitex-ai / scitex-writer

LaTeX manuscript editing, section previews, and PDF compilation

academic
bibtex
cli
compilation
diff
latex
+14 more

Python AGPL-3.04 total3 forks

+1 stars

from 3 · score 0.69

Order: Attention Score

Most net stars gained in the window first. The score only puts this gain on a log scale, so the order is the order of the gain.

How the ranking works

Ranked by stars gained in the window. The score is the natural log of one plus that gain, so a repository's rank is exactly its star gain's rank.

score = log1p(net stars gained in the trailing T complete UTC days)

A repository is ranked only when its Star History covers every day of the window and its latest Observation is not missing.

The longest window is 180 days. Star History from the Repository Host goes back at most 180 days before a repository's first Observation. A longer window needs more days of Observations first. A repository younger than the window is not ranked in it.

The filters narrow the same eligible repositories. A repository matches the topics when it has any of them. Total stars is the count now. Last push and creation on the Repository Host count back from the start of today (UTC). The counts beside the languages, licenses, and topics include all ranked repositories in the window. A Category holds the repositories that its published rules match; see Categories.

Repositories enter the index from the Seed Dataset or by gaining stars faster than the published admission threshold, whatever their size. Admission is permanent, so an archived repository can still rank.

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