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Topics: distributed-computing

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

Language: Python
Topic: distributed-computing
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1.hpcaitech / ColossalAI

Making large AI models cheaper, faster and more accessible

deep-learning
hpc
large-scale
data-parallelism
pipeline-parallelism
model-parallelism
+6 more

Python APACHE-2.041K total4.5K forks

+307 stars

from 41,126 · score 5.73

2.dask / distributed

A distributed task scheduler for Dask

pydata
dask
distributed-computing
python

Python BSD-3-CLAUSE1.7K total783 forks

+28 stars

from 1,667 · score 3.37

3.catalyst-team / catalyst

Accelerated deep learning R&D

deep-learning
reinforcement-learning
machine-learning
computer-vision
pytorch
python
+14 more

Python APACHE-2.03.4K total396 forks

+24 stars

from 3,364 · score 3.22

4.lensacom / sparkit-learn

PySpark + Scikit-learn = Sparkit-learn

scikit-learn
apache-spark
machine-learning
distributed-computing
python

Python APACHE-2.01.2K total253 forks

+3 stars

from 1,147 · score 1.39

5.maxpumperla / elephas

Distributed Deep learning with Keras & Spark

spark
keras
neural-networks
deep-learning
distributed-computing

Python MIT1.6K total303 forks

+1 stars

from 1,573 · 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. 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.

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