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Parallel Processing Python Packages

Python packages with the GitHub topic parallel-processing. Sorted by relevance, with stars and monthly downloads.
AnswerDotAI
fastcore

Python supercharged for the fastai library

50.7M 1K 295
swansonk14
p-tqdm

Parallel processing with progress bars

214K 493 39
exaxorg
accelerator

The Accelerator is a tool for fast and reproducible processing of eBay-scale datasets on a single computer.

36K 4 2
esa
pygmo

A Python platform to perform parallel computations of optimisation tasks (global and local) via the asynchronous generalized island model.

20K 529 67
bug-ops
fastyaml-rs

Parse YAML at Rust speed. Full 1.2.2 spec, built-in linter, parallel processing. Native bindings for Python & Node.js.

18K 7 1
sail-sg
envpool

C++-based high-performance parallel environment execution engine (vectorized env) for general RL environments.

15K 1K 133
dotflow-io
dotflow

🎲 Dotflow turns an idea into flow! — Lightweight Python library for execution pipelines

11K 5 8
kmatarese
glide

Easy ETL

5K 17 2
black-yt
structai

StructAI offers a robust toolkit for LLM interaction—such as structured outputs, context management, and parallel execution.

2K 5 1
hypergol
hypergol

An opinionated multithreaded Data Science framework

806 53 2
trislett
tfce-mediation

Fast regression and mediation analysis of vertex or voxel MRI data with TFCE

762 31 9
usc-isi-i2
pyrallel-lib

Yet another easy-to-use python3 parallel library for humans.

549 13 3
ixtractr
ixtract

Self-tuning data extraction engine for Python that automatically optimizes parallelism and explains performance—no manual tuning required.

505 1 0
davidenunes
exp

python experiment management toolset

503 16 1
ahmadvh
octochains

A lightweight, zero-dependency Python framework for parallel, isolated, collaborative AI reasoning.

479 317 138
aarjaneiro
parallelqueue

A package for simulating parallel queueing systems in Python.

468 1 3
trislett
tmi-viewer

tmi_viewer

395 31 9
eXascaleInfolab
pyexpool

Python Multi-Process Execution Pool: concurrent asynchronous execution pool with custom resource constraints (memory, timeouts, affinity, CPU cores and caching), load balancing and profiling capabilities of the external apps on NUMA architecture

267 169 12
alloc7260
mpfd

A decorator that makes a function into a parallel processor using multithreading.

251 0 0
maximilianpilz
mpunittest

Multi processing for the Python unittest library

232 3 1
kadykov
abopus

Fast Python tool to convert audiobooks to Opus format with parallel processing. Optimized for voice content with automatic metadata/cover preservation, smart stereo handling, and significant file size reduction while maintaining quality.

216 2 0
hoangthanhlamm
multithread-parallel-processing

Library support parallel processing with multi-thread

208 3 0
liuzuxin
easy-runner

⭐ A lightweight tool for efficiently managing and executing parallel experiments.

190 8 1
sjaenick
pprodigal

Python3 wrapper for parallelized gene prediction using Prodigal

139 11 3
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