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Topics: python

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

Language: Scala
Topic: python
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1.apache / spark

Apache Spark - A unified analytics engine for large-scale data processing

python
scala
r
java
big-data
jdbc
+2 more

Scala APACHE-2.044K total30K forks

+1,390 stars

from 42,992 · score 7.24

2.bigdatagenomics / adam

ADAM is a genomics analysis platform with specialized file formats built using Apache Avro, Apache Spark, and Apache Parquet. Apache 2 licensed.

spark
big-data
bioinformatics
genomics
parquet
avro
+4 more

Scala APACHE-2.01.1K total311 forks

+17 stars

from 1,043 · score 2.89

3.combust / mleap

MLeap: Deploy ML Pipelines to Production

scikit-learn
spark
data-pipelines
transformers
tensorflow
scala
+1 more

Scala APACHE-2.01.5K total313 forks

+13 stars

from 1,532 · 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 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.

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