parallel

A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.

microsoft python machine-learning data-mining r parallel distributed kaggle gbdt gbm lightgbm gbrt decision-trees gradient-boosting

UpdatedFeb 19, 2026
C++

optuna /optuna

Sponsor

Star13.5k

A hyperparameter optimization framework

python machine-learning parallel distributed hyperparameter-optimization

UpdatedFeb 18, 2026
Python

taskflow /taskflow

Sponsor

Star11.7k

A General-purpose Task-parallel Programming System using Modern C++

multi-threading parallel parallel-computing multithreading concurrent-programming high-performance-computing heterogeneous-parallel-programming threadpool parallel-programming work-stealing taskflow gpu-programming taskparallelism multicore-programming cuda-programming

UpdatedFeb 20, 2026
C++

jaredpalmer /razzle

Sponsor

Star11.1k

✨ Create server-rendered universal JavaScript applications with no configuration

react javascript typescript webpack isomorphic preact universal parallel

UpdatedMar 11, 2024
JavaScript

numba /numba

Star10.9k

NumPy aware dynamic Python compiler using LLVM

python compiler numpy llvm parallel cuda numba

UpdatedFeb 20, 2026
Python

microsoft /napajs

Star9.2k

Napa.js: a multi-threaded JavaScript runtime

nodejs javascript runtime parallel multithreading multi-core napajs

UpdatedAug 29, 2022
C++

open-cli-tools /concurrently

Star7.7k

Run commands concurrently. Like `npm run watch-js & npm run watch-less` but better.

cli command-line parallel process spawn concurrently

UpdatedOct 17, 2025
TypeScript

mysticatea /npm-run-all

Sponsor

Star5.8k

A CLI tool to run multiple npm-scripts in parallel or sequential.

javascript cli npm multi-platform parallel npm-package series npm-module npm-scripts cli-command cli-commands

UpdatedAug 15, 2024
JavaScript

nalepae /pandarallel

Star3.8k

A simple and efficient tool to parallelize Pandas operations on all available CPUs

python parallel pandas

UpdatedJul 9, 2024
Python

pgbackrest /pgbackrest

Star3.6k

Reliable PostgreSQL Backup & Restore

postgres backup database gzip restore azure incremental checksum archiving postgresql s3 parallel bzip2 gcs multi-process zstd lz4 wal differential pgbackrest

UpdatedFeb 20, 2026
C

HowProgrammingWorks /Index

Star3.5k

Metarhia educational program index 📖

nodejs javascript engineering lectures programming algorithms asynchronous architecture parallel data-structures paradigms

UpdatedJan 1, 2026

qawolf /qawolf

Star3.4k

🐺 Create browser tests 10x faster

nodejs testing firefox qa chrome video parallel e2e-tests webkit recorder end-to-end-testing netlify sanity-test browser-tests e2e-testing puppeteer qa-wolf playwright vercel

UpdatedJul 17, 2024
TypeScript

parallel-js /parallel.js

Star3.2k

Easy multi-core processing utilities for Node.

javascript node parallel webworker worker-threads paralleljs

UpdatedFeb 17, 2026
JavaScript

MobileNativeFoundation /bluepill

Star3.2k

Bluepill is a reliable iOS testing tool that runs UI tests using multiple simulators on a single machine

ios xcode test parallel bluepill multiple-simulators

UpdatedAug 12, 2024
Objective-C

greg7mdp /parallel-hashmap

Sponsor

Star3.2k

A family of header-only, very fast and memory-friendly hashmap and btree containers.

concurrency parallel hash multi-thread tables parallel-programming memory-footprint unordered-map unordered-set hash-container

UpdatedDec 6, 2025
C++

root-project /root

Star3.1k

The official repository for ROOT: analyzing, storing and visualizing big data, scientifically

visualization python c-plus-plus machine-learning statistics interpreter geometry graphics physics parallel mathematics root data-analysis root-cern hacktoberfest cling

UpdatedFeb 20, 2026
C++

bshoshany /thread-pool

Star2.9k

BS::thread_pool: a fast, lightweight, modern, and easy-to-use C++17 / C++20 / C++23 thread pool library

cplusplus cpp high-performance concurrency parallel multithreading scientific-computing high-performance-computing threading thread-pool easy-to-use cpp17 threadpool cplusplus-17 cpp20 cplusplus-20 cplusplus-23 cpp23 cpp20-modules

UpdatedJan 4, 2026
C++

sorry-cypress /sorry-cypress

Star2.8k

Open-source, free, self-hosted alternative to Cypress Dashboard

dashboard parallel parallelization e2e-tests javascript-tests hacktoberfest cypress cypress-io cypress-tests cypress-dashboard

UpdatedSep 14, 2025
TypeScript

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parallel

Here are 2,221 public repositories matching this topic...

ray-project /ray

tqdm /tqdm

microsoft /LightGBM

optuna /optuna

taskflow /taskflow

jaredpalmer /razzle

numba /numba

microsoft /napajs

open-cli-tools /concurrently

mysticatea /npm-run-all

nalepae /pandarallel

pgbackrest /pgbackrest

HowProgrammingWorks /Index

qawolf /qawolf

parallel-js /parallel.js

MobileNativeFoundation /bluepill

greg7mdp /parallel-hashmap

root-project /root

bshoshany /thread-pool

sorry-cypress /sorry-cypress

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