Sensitivity Python Packages

biorefineries

BioSTEAM's Premier Repository for Biorefinery Models and Results

cutpointpy

ROC analysis and calculation of 'optimal' cut-points for binary classification tasks

pymoto

Modular Python framework for topology optimization

pytolemaic

Package for ML model analysis

flux-sensitivity-sebastian-achim-mueller

Estimate the integral and/or differential flux-sensitivity of your instrument

extensisq

Extend scipy.integrate with various methods for solve_ivp

varstool

VARS-TOOL sensitivity analysis package in Python

shamo

A tool for electromagnetic modelling of the head and sensitivity analysis.

mlscorecheck

Testing the consistency of binary classification performance scores reported in papers

katmer

katmer is a powerful library for optimizing the design of optical thin films using automatic differentiation via JAX and Equinox, enabling efficient and accurate inverse design solutions.