Trending Categories Repositories Insights Dependencies Withheld

Trending Categories Repositories Insights Dependencies Withheld

Trending repositories

Ranked by Attention Score: stars gained over the last 90 complete days

Period

Sort order

Topics: data-augmentation

Topics

Search topics

No listed topic matches. Press Enter to filter by “”.

Category

Filters (1)

Apply

Filters

Primary language

License

Total stars

Last push

Created

Archived

Clear all filters

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

Language: Python
Topic: data-augmentation
Clear all

1.snorkel-team / snorkel

A system for quickly generating training data with weak supervision

machine-learning
ai
weak-supervision
labeling
data-science
python
+4 more

Python APACHE-2.06K total854 forks

+39 stars

from 5,987 · score 3.69

2.iver56 / audiomentations

A Python library for audio data augmentation. Useful for making audio ML models work well in the real world, not just in the lab.

audio
sound
data-augmentation
augmentation
sound-processing
python
+6 more

Python MIT2.3K total229 forks

+22 stars

from 2,302 · score 3.14

3.bmcfee / muda

A library for augmenting annotated audio data

python
music
data-augmentation
machine-learning
nyucds

Python ISC239 total32 forks

+1 stars

from 238 · 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.

Browse the Repository Index

Trending Categories Repositories Insights Dependencies Withheld Withholding Rule Privacy Send feedback