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Parallelism Python Packages

Python packages with the GitHub topic parallelism. Sorted by relevance, with stars and monthly downloads.
oneapi-src
tbb

oneAPI Threading Building Blocks (oneTBB)

2.1M 7K 1K
vipshop
cache-dit

A PyTorch-native inference engine with cache, parallelism, quantization for Diffusion Transformers.

631K 1K 70
oneapi-src
tbb-devel

oneAPI Threading Building Blocks (oneTBB)

162K 7K 1K
danijar
portal

Fast and reliable distributed systems in Python

67K 35 1
google
paxml

Pax is a Jax-based machine learning framework for training large scale models. Pax allows for advanced and fully configurable experimentation and parallelization, and has demonstrated industry leading model flop utilization rates.

25K 551 72
nerevu
riko

A Python stream processing engine modeled after Yahoo! Pipes

24K 2K 75
andy5090
central-mcp

Central station for multi project management using mcp and cli wrapper

20K 4 1
Drakkar-Software
octobot-channels

Python async multi-task communication library. Used by OctoBot projects.

10K 21 21
oneapi-src
tbb4py

oneAPI Threading Building Blocks (oneTBB)

8K 7K 1K
Drakkar-Software
async-channel

Python async multi-task communication library. Used by OctoBot projects.

5K 21 21
tox-dev
detox

distributed tox (tox plugin to run testenvs in parallel)

4K 48 11
psmathur
tabular-ml-toolkit

A helper library to jumpstart your machine learning project based on tabular or structured data.

952 1 0
kakaobrain
torchgpipe

A GPipe implementation in PyTorch

755 863 98
DARMA-tasking
lbaf

Analysis framework for exploring, testing, and comparing load balancing strategies

669 3 2
iskandergaba
free-threading

Thread-first true parallelism for Python

565 0 1
pyrustic
asyncpal

Preemptive concurrency and parallelism for sporadic workloads

462 46 1
shoriwe
bftool-pkg-sulcud

A python module and script to execute functions inside a custom pool that distribute workers between threads and processes

407 2 0
czheo
syntax-sugar

A library adding some anti-Pythonic syntatic sugar to Python

334 732 23
danijar
zerofun

Fast and reliable distributed systems in Python

320 35 1
n89nanda
pyeventbus

Python Eventbus

219 18 6
mit-han-lab
distrifuser

DistriFusion: Distributed Parallel Inference for High-Resolution Diffusion Models

196 727 35
rohaquinlop
fastiter

High-performance parallel iterators for Python 3.14+ free-threaded mode

194 16 0
bahamas10
sshp-bin

Parallel SSH Executor

152 230 13
vertok
prismalog

A high-performance Python logging library designed for multiprocessing environments. Features colored output, multiprocessing support, and flexible configuration. Benchmarks show up to 29K msgs/sec with minimal memory footprint. Zero external dependencies.

144 0 1
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