PyRank

Parallel Python Packages

Python packages with the GitHub topic parallel. Sorted by relevance, with stars and monthly downloads.
tqdm
tqdm

:zap: A Fast, Extensible Progress Bar for Python and CLI

480.3M 31K 1K
numba
numba

NumPy aware dynamic Python compiler using LLVM

65.7M 11K 1K
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.

56.1M 43K 8K
optuna
optuna

A hyperparameter optimization framework

18.5M 14K 1K
microsoft
lightgbm

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.

16.2M 18K 4K
ERGO-Code
highspy

Linear optimization software

2.4M 2K 312
browsertron
pytest-parallel

A pytest plugin for parallel and concurrent testing

826K 320 59
PennyLaneAI
pennylane-lightning

The Lightning plugin ecosystem provides fast quantum state-vector and tensor network simulators written in C++ for use with PennyLane.

761K 136 54
cgoldberg
concurrencytest

Python - Run unittest test suites concurrently

290K 56 12
ParallelSSH
parallel-ssh

Asynchronous parallel SSH client library.

255K 1K 153
tqdm
tdqm

:zap: A Fast, Extensible Progress Bar for Python and CLI

215K 31K 1K
lithops-cloud
lithops

A multi-cloud framework for big data analytics and embarrassingly parallel jobs, that provides an universal API for building parallel applications in the cloud ☁️🚀

181K 365 122
hrcorval
behavex

BDD testing solution designed to enhance your Behave-based testing workflows

137K 118 29
danijar
portal

Fast and reliable distributed systems in Python

67K 35 1
seung-lab
edt

Euclidean distance & signed distance transform for multi-label 3D anisotropic images using marching parabolas.

62K 264 42
mxmlnkn
rapidgzip

Gzip Decompression and Random Access for Modern Multi-Core Machines

57K 454 17
ray-project
ant-ray-cpp-nightly

Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

43K 43K 8K
ray-project
ray-cpp

Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

42K 43K 8K
mortoray
shelljob

Python process and file system module

38K 7 3
python-adaptive
adaptive

:chart_with_upwards_trend: Adaptive: parallel active learning of mathematical functions

32K 1K 62
seung-lab
cloud-files

Threaded Python and CLI client library for AWS S3, Google Cloud Storage (GCS), in-memory, and the local filesystem.

29K 45 9
fmtr
fmtr-tools

A collection of high-level tools to simplify everyday development tasks, with a slight focus on full-stack AI/ML.

27K 0 0
mxmlnkn
indexed-bzip2

Fast parallel random access to bzip2 and gzip files in Python

25K 86 8
cogent3
cogent3

Comparative Genomics Toolkit 3

23K 135 67