Trending Tags Repositories Insights Dependencies Withheld

Trending Tags Repositories Insights Dependencies Withheld

Trending repositories

Ranked by Attention Score: stars gained over the last 180 complete days

Period

Sort order

Topics: futures

Topics

Search topics

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

Tag

Filters (1)

Apply

Filters

Primary language

License

Total stars

Last push

Created

Archived

Clear all filters

3 repositories by Attention Score · May 7, 2026 – Nov 2, 2026 (UTC)

Language: Python
Topic: futures
Clear all

1.akfamily / akshare

AKShare is an elegant and simple financial data interface library for Python, built for human beings! 开源财经数据接口库

futures
financial-data
data-science
quant
fundamental
akshare
+14 more

Python MIT23K total3.6K forks

+4,452 stars

from 18,709 · score 8.40

2.ricequant / rqalpha

A extendable, replaceable Python algorithmic backtest && trading framework supporting multiple securities

quant
python
backtest
finance
ricequant
ta-lib
+4 more

Python Other license6.8K total1.8K forks

+534 stars

from 6,313 · score 6.28

3.nooperpudd / ctpwrapper

上海期货交易所CTP接口 Shanghai Future CTP Interface CTP Python API Wrapper

ctp
shfe
futures
trading-api

Python Other license619 total170 forks

+53 stars

from 566 · score 3.99

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 Tag holds the repositories that have it; see Tags.

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 Tags Repositories Insights Dependencies Withheld Withholding Rule Privacy Send feedback

Powered by Workhorse · From the makers of AwesomeRepos