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4 repositories by Attention Score · Oct 27, 2026 – Nov 2, 2026 (UTC)

Language: Jupyter Notebook
Topic: docker
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1DataTalksClub / data-engineering-zoomcamp

Data Engineering Zoomcamp is a free 9-week course on building production-ready data pipelines. Join the course here 👇🏼

data-engineering
kafka
spark
dbt
docker
kestra
+2 more

Jupyter Notebook No license47K total9K forks

+181 stars

from 46,401 · score 5.20

2DataTalksClub / machine-learning-zoomcamp

Learn ML engineering for free in 4 months! Register here 👇🏼

course
deployment
docker
fastapi
kubernetes
machine-learning
+2 more

Jupyter Notebook No license15K total3.3K forks

+60 stars

from 14,842 · score 4.11

3Cyb3rWard0g / HELK

The Hunting ELK

hunting
elasticsearch
kibana
logstash
hunting-platforms
elk
+7 more

Jupyter Notebook GPL-3.03.9K total690 forks

+1 stars

from 3,933 · score 0.69

4groda / big_data

Big Data essentials: Hadoop, MapReduce, Spark. Explore tutorials and demos in Jupyter notebooks—most are self-contained and live, ready to run with a click.

big-data
bigdata
spark
spark-sql
docker
mapreduce
+13 more

Jupyter Notebook MIT89 total27 forks

+1 stars

from 88 · 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 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.

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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