Randomization Python Packages

pyvsc

Python packages providing a library for Verification Stimulus and Coverage

stochatreat

This is a Python tool to employ stratified sampling or treatment randomization with uneven numbers in some strata using pandas. Mainly thought with RCTs in mind, it also works for any other scenario in where you would like to randomly allocate treatment within blocks or strata. The tool also supports having multiple treatments with different probability of assignment within each block or stratum.

specify-lmpy

A library of tools useful for Lifemapper and related computations

shuffled

Python random permutations of large integer ranges

xswap

Python library (C++ backend) for degree-preserving network randomization

ki-gen

Zero-dependency seeded key generation framework for Python — define parameter spaces, generate unique keys, and persist results.

py-vsc

py-vsc (Verification Stimulus and Coverage) is a Python package for generating randomized stimulus and defining and collecting functional coverage.