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

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Tags: Data orchestration

1.mara / mara-pipelines

A lightweight opinionated ETL framework, halfway between plain scripts and Apache Airflow

etl
data-integration
python
postgresql
pipeline
data

Python MIT2.1K total100 forks

+13 stars

from 2,078 · score 2.64

2.fieldryand / goflow

Simple but powerful DAG scheduler and dashboard

directed-acyclic-graph
airflow
dashboard
go
job-scheduler
schedule
+1 more

Go MIT484 total37 forks

+8 stars

from 476 · score 2.20

3.capillariesio / capillaries

Distributed batch data processing framework

cassandra
rabbitmq
go
batch-processing
dag
distributed-computing
+5 more

Go MIT74 total7 forks

+3 stars

from 71 · score 1.39

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.

A new repository enters the index when it gains stars faster than the published admission threshold, whatever its size. A repository stays in the index after it enters. Thus an archived repository can still rank.

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