#Parallelization

jmcarpenter2

swifter

A package which efficiently applies any function to a pandas dataframe or series in the fastest available manner

python-bonobo

bonobo

Extract Transform Load for Python 3.5+

AgnostiqHQ

covalent

Pythonic tool for orchestrating machine-learning/high performance/quantum-computing workflows in heterogeneous compute environments.

devflowinc

uzi

CLI for running large numbers of coding agents in parallel with git worktrees

MultithreadCorner

Hydra

Header only framework for data analysis in massively parallel platforms.

shomali11

parallelizer

Simplifies the parallelization of function calls.

sciris

sciris

Fast, flexible tools to simplify scientific Python