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

Package of commonly used and shared Lifemapper objects and tools

shuffled

Python random permutations of large integer ranges

ki-gen

Zero-dependency generic seeded generator framework with dedup and SQLite persistence.

xswap

Python-wrapped C/C++ library for degree-preserving network randomization

py-vsc

Python packages providing a library for Verification Stimulus and Coverage