Trending Categories Repositories Insights Dependencies Withheld

Trending Categories Repositories Insights Dependencies Withheld

Trending repositories

Ranked by Attention Score: stars gained over the last 30 complete days

Period

Sort order

Topics: streaming-data

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

5 repositories by Attention Score · Oct 4, 2026 – Nov 2, 2026 (UTC)

Language: Python
Topic: streaming-data
Clear all

1.online-ml / river

🌊 Online machine learning in Python

incremental-learning
machine-learning
python
online-learning
online-statistics
data-science
+6 more

Python BSD-3-CLAUSE6.1K total833 forks

+33 stars

from 6,108 · score 3.53

2.bytewax / bytewax

Python Stream Processing

python
stream-processing
rust
data-engineering
data-processing
data-science
+3 more

Python APACHE-2.02.1K total114 forks

+17 stars

from 2,053 · score 2.89

3.piskvorky / smart_open

Utils for streaming large files (S3, HDFS, gzip, bz2...)

python
s3
hdfs
webhdfs
boto
streaming
+5 more

Python MIT3.5K total403 forks

+9 stars

from 3,459 · score 2.30

4.quixio / quix-streams

Python Streaming DataFrames for Kafka

kafka
python
stream-processing
data-engineering
data-science
machine-learning
+8 more

Python APACHE-2.01.6K total117 forks

+8 stars

from 1,575 · score 2.20

5.python-streamz / streamz

Real-time stream processing for python

streaming-data
python
async
real-time

Python BSD-3-CLAUSE1.3K total152 forks

+1 stars

from 1,305 · 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