Trending repositories

Ranked by Attention Score: stars gained over the last 7 complete days

Period

Sort order

Tag

Filters (2)

Apply

Filters

Primary language

License

Total stars

Last push

Created

Archived

Clear all filters

6 repositories by Attention Score · Oct 28, 2026 – Nov 3, 2026 (UTC)

Language: Python
License: LGPL-2.1
Clear all

1.sshuttle / sshuttle

Transparent proxy server that works as a poor man's VPN. Forwards over ssh. Doesn't require admin. Works with Linux and MacOS. Supports DNS tunneling.

Python LGPL-2.114K total805 forks

+15 stars

from 13,628 · score 2.77

2.paramiko / paramiko

The leading native Python SSHv2 protocol library.

Python LGPL-2.19.9K total2.1K forks

+10 stars

from 9,885 · score 2.40

3.piskvorky / gensim

Topic Modelling for Humans

gensim
topic-modeling
information-retrieval
machine-learning
natural-language-processing
nlp
+9 more

Python LGPL-2.117K total4.4K forks

+2 stars

from 16,508 · score 1.10

4.urwid / urwid

Console user interface library for Python (official repo)

Python LGPL-2.13K total351 forks

+1 stars

from 3,026 · score 0.69

5.ParallelSSH / parallel-ssh

Asynchronous parallel SSH client library.

parallel-ssh
ssh
parallel
asynchronous
library
python
+14 more

Python LGPL-2.11.3K total156 forks

+1 stars

from 1,285 · score 0.69

6.mdtraj / mdtraj

An open library for the analysis of molecular dynamics trajectories

molecular-dynamics
python
mdtraj
rmsd
dihedral-angles
pdb
+2 more

Python LGPL-2.1744 total305 forks

+1 stars

from 743 · 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 the first daily record that AwesomeRepos made for the repository. A longer window needs more of these daily records first. A repository younger than the window does not rank in it.

The filters select from 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 Tag holds the repositories that have it. See Tags.

Repositories enter the index from the starting dataset of the index, or by gaining stars faster than the published admission threshold, whatever their size. A repository stays in the index after it enters. Thus an archived repository can still rank.

Browse the Repository Index