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#parallel

Every repository in the public record carrying this tag — from its GitHub topics or the keywords its package registries publish. Health is measured under the same versioned methodology as the rest of the record.

73 records
Tagged “parallel”Ranked by health index
PyPI
100Exceptionalhealth index
optuna/optuna
A hyperparameter optimization framework
Python★ 14.7K↓ 18.5M/moAug 27, 2026
MITAug 27, 2026 · metrics 2.10.0
Maven · PyPI
100Exceptionalhealth index
ray-project/ray
Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.
Python · C++★ 43.4KAug 5, 2026
Apache-2.0Aug 5, 2026 · metrics 2.10.0
PyPI
98Exceptionalhealth index
dask/dask
Parallel computing with task scheduling
Python★ 13.9K↓ 27.1M/moAug 27, 2026
BSD-3-ClauseAug 27, 2026 · metrics 2.10.0
PyPI
92Excellenthealth index
tqdm/tqdm
:zap: A Fast, Extensible Progress Bar for Python and CLI
Python · Jupyter Notebook★ 31.3KAug 4, 2026
Custom licenseAug 4, 2026 · metrics 2.10.0
npm
91Excellenthealth index
open-cli-tools/concurrently
Run commands concurrently. Like `npm run watch-js & npm run watch-less` but better.
TypeScript★ 7,826↓ 82M/moAug 4, 2026
MITAug 4, 2026 · metrics 2.10.0
PyPI · NuGet
89Excellenthealth index
ERGO-Code/HiGHS
Linear optimization software
C++★ 1,730↓ 5,077/moJul 18, 2026
MITJul 18, 2026 · metrics 2.10.0
npm
89Excellenthealth index
bcomnes/npm-run-all2
A CLI tool to run multiple npm-scripts in parallel or sequential. (Maintenance fork)
JavaScript★ 439↓ 9.4M/moAug 31, 2026
MITAug 31, 2026 · metrics 2.10.0
Packagist
89Excellenthealth index
paratestphp/paratest
:computer: Parallel testing for PHPUnit
PHP★ 2,494↓ 7.7M/moAug 27, 2026
MITAug 27, 2026 · metrics 2.10.0
crates.io · npm
87Excellenthealth index
coollabsio/jean
A dev environment for AI agents.
TypeScript · Rust★ 1,256Sep 6, 2026
Apache-2.0Sep 6, 2026 · metrics 2.10.0
PyPI · Maven · npm +1
87Excellenthealth index
h2oai/h2o-3
H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Means, PCA, Generalized Additive Models (GAM), RuleFit, Support Vector Machine (SVM), Stacked Ensembles, Automatic Machine Learning (AutoML), etc.
Jupyter Notebook · HTML · Java★ 7,495↓ 3,086/moAug 24, 2026
Apache-2.0Aug 24, 2026 · metrics 2.10.0
PyPI
86Excellenthealth index
arborx/ArborX
Performance-portable geometric search library
C++★ 236Jul 21, 2026
BSD-3-ClauseJul 21, 2026 · metrics 2.10.0
Go
84Excellenthealth index
HazelnutParadise/insyra
Not just an alternative to Pandas in Go. A next-generation data analysis library for Golang with factor analysis, Parquet, CSV, JSON, Excel, and seamless Python integration.
Go★ 54Jul 23, 2026
MITJul 23, 2026 · metrics 2.10.0
npm
83Excellenthealth index
ClipboardHealth/groundcrew
Dispatch your task backlog to local, interactive AI coding agents. One git worktree per task, sandboxed by default.
TypeScript★ 55↓ 5,823/moJul 20, 2026
MITJul 20, 2026 · metrics 2.10.0
PyPI
83Excellenthealth index
pytroll/donfig
Python library for configuring a package including defaults, env variable loading, and yaml loading.
Python★ 42↓ 5M/moAug 27, 2026
MITAug 27, 2026 · metrics 2.10.0
crates.io
83Excellenthealth index
rayon-rs/rayon
Rayon: A data parallelism library for Rust
Rust★ 13.2K↓ 70.6M/moAug 4, 2026
Apache-2.0Aug 4, 2026 · metrics 2.10.0
81Excellenthealth index
gregyjames/OctaneDownloader
A high performance, multi-threaded C# file download library.
C#★ 277Jul 19, 2026
MITJul 19, 2026 · metrics 2.10.0
crates.io
81Excellenthealth index
palfrey/serial_test
Allows for the creation of serialised Rust tests
Rust★ 295↓ 18.4M/moAug 27, 2026
MITAug 27, 2026 · metrics 2.10.0
Packagist
80Excellenthealth index
ecsphp/ecs
ECS runs PHP-CS-Fixer and PHP_CodeSniffer as a single, parallel fast tool with zero dependencies. Run on PHP 7.2+
PHP★ 1,618↓ 921.6K/moJul 17, 2026
MITJul 17, 2026 · metrics 2.10.0
npm
78Goodhealth index
QuintinShaw/pi-dynamic-workflows
Claude Code–style dynamic workflows for Pi: code-mode subagents with real model routing, journaled resume, git-worktree isolation, cost accounting, an interactive /workflows TUI, an /ultracode standing opt-in, and deep research.
TypeScript★ 166↓ 25.3K/moJul 15, 2026
MITJul 15, 2026 · metrics 2.10.0
Packagist
78Goodhealth index
amphp/parallel
An advanced parallelization library for PHP, enabling efficient multitasking, optimizing resource use, and application responsiveness through multiple CPU threads.
PHP★ 859↓ 2M/moAug 27, 2026
MITAug 27, 2026 · metrics 2.10.0
PyPI
78Goodhealth index
pytest-dev/pytest-cov
Coverage plugin for pytest.
Python★ 2,054↓ 225M/moAug 4, 2026
MITAug 4, 2026 · metrics 2.10.0
crates.io
75Goodhealth index
johannesvollmer/exrs
100% Safe Rust OpenEXR file library
Rust★ 185↓ 5.2M/moAug 13, 2026
Custom licenseAug 13, 2026 · metrics 2.10.0
crates.io
69Goodhealth index
rsmpi/rsmpi
MPI bindings for Rust
Rust★ 596↓ 42.5K/moAug 22, 2026
Apache-2.0Aug 22, 2026 · metrics 2.10.0
Go
69Goodhealth index
surya-koritala/sigbound
Run AI coding agents in parallel on one git repo and safely auto-merge their work — only changes that build and pass tests land. On top of plain git; bring your own model.
Go★ 94Aug 3, 2026
Apache-2.0Aug 3, 2026 · metrics 2.10.0
npm
63Moderatehealth index
coderaiser/madrun
🏎 CLI tool to run multiple npm-scripts in a madly comfortable way
JavaScript★ 26↓ 4,897/moJul 21, 2026
MITJul 21, 2026 · metrics 2.10.0
npm
63Moderatehealth index
sindresorhus/p-map
Map over promises concurrently
JavaScript★ 1,506↓ 370M/moAug 4, 2026
MITAug 4, 2026 · metrics 2.10.0
npm
62Moderatehealth index
a-synchronous/rubico
[A]synchronous Functional Programming
JavaScript★ 283↓ 4,364/moSep 4, 2026
Custom licenseSep 4, 2026 · metrics 2.10.0
npm
62Moderatehealth index
beettlle/pi-spine
Orchestration spine for long-running pi development — pi-native batch orchestration with Taskplane-compatible task packets
JavaScript★ 2↓ 4,562/moJul 17, 2026
MITJul 17, 2026 · metrics 2.10.0