Perturbation Python Packages

pertpy

Single-cell perturbation analysis

ensembleperturbation

perturbation of coupled model input over a space of input variables

scperturb

scPerturb: A resource and a python/R tool for single-cell perturbation data

sympt

Symbolic Perturbation Theory (SymPT) is a Python package for symbolic perturbative transformations on quantum systems. SymPT helps compute effective Hamiltonians for both time-independent and time-dependent systems at both operator and matrix level.

keras-perturbation

A demonstration of perturbation of data

vla-robustness-kit

Generate simulator-light perturbation diagnostics for vision-language-action policies.

scresid

Single-cell perturbation prediction with residual connections across cell types.