Trending repositories

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

Period

Sort order

Tag

Filters (1)

Apply

Filters

Primary language

License

Total stars

Last push

Created

Archived

Clear all filters

4 repositories by Attention Score · Aug 6, 2026 – Nov 3, 2026 (UTC)

Language: Python
Tag: Serialization library
Clear all

1.ijl / orjson

Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy

json
python
rust
serialization
datetime
pyo3
+3 more

Python APACHE-2.08.3K total343 forks

+124 stars

from 8,160 · score 4.83

2.marshmallow-code / marshmallow

A lightweight library for converting complex objects to and from simple Python datatypes.

serialization
deserialization
validation
python
marshalling
serde
+1 more

Python MIT7.2K total779 forks

+20 stars

from 7,224 · score 3.04

3.martinblech / xmltodict

Python module that makes working with XML feel like you are working with JSON

Python MIT5.8K total483 forks

+18 stars

from 5,741 · score 2.94

4.jazzband / tablib

Python Module for Tabular Datasets in XLS, CSV, JSON, YAML, &c.

Python MIT4.8K total639 forks

+13 stars

from 4,745 · score 2.64

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