sensitivity

The Compliance Utility is a powerful tool that helps troubleshoot and diagnose sensitivity labels, policies, settings and more. Whether you need to fix issues or reset configurations, this tool gives you everything you need.

support microsoft protection module script tool powershell label office classification reset compliance sensitivity rms dlp mip aip m365 purview

UpdatedFeb 11, 2026
PowerShell

aatmdelissen /pyMOTO

Star35

Modular Python framework for topology optimization

python engineering design modular topology analysis optimization voxel derivatives sensitivity generative 3d mma structural multidisciplinary gcmma reconfigurable

UpdatedJan 9, 2026
Python

ODINN-SciML /DiffEqSensitivity-Review

Star34

A Review of Sensitivity Methods for Differential Equations

machine-learning optimization sensitivity differential-equations

UpdatedNov 26, 2024
TeX

SimonThel /fastNLfea

Star33

Fast nonlinear FEA tailored for topology optimization

optimization matlab sensitivity finite-element-analysis sensitivity-analysis topology-optimization finite-element-methods vectorized-computation

UpdatedApr 30, 2022
MATLAB

vars-tool /vars-tool

Star30

VARS-TOOL sensitivity analysis package in Python

uncertainty sensitivity uncertainty-quantification sensitivity-analysis global-sensitivity-analysis uncertainty-analysis

UpdatedAug 16, 2022
Jupyter Notebook

WRKampi /extensisq

Star25

Extend scipy.integrate with various methods for solve_ivp

solver ode scipy sensitivity dae sensitivity-analysis runge-kutta ode-solver ivp cash-karp ode113 adams adams-bashforth-moulton scipy-integrate shampine-gordon

UpdatedMay 10, 2025
Python

slippyex /data-guardian

Star19

Tiny, zero-dependencies, package which tries to mask sensitive data in arbitrary collections (map, set), errors, objects and strings.

security auditing logging telemetry tracing sensitivity sensitive-data masking covering

UpdatedApr 14, 2025
TypeScript

m-clark /confusionMatrix

Star12

Report various statistics stemming from a confusion matrix in a tidy fashion. 🎯

specificity tidy sensitivity kappa confusion-matrix rand fallout false-discovery-rate f1-score dice-coefficient precision-recall positive-predictive-value negative-predictive-value true-positive-rate true-negative-rate false-positive-rate false-negative-rate balanced-accuracy false-omission-rate peirce

UpdatedJul 10, 2020
R

FalseNegativeLab /mlscorecheck

Star12

Testing the consistency of binary classification performance scores reported in papers

performance consistency specificity classification accuracy recall retina sensitivity f1 precision scores skin-lesion ehg

UpdatedAug 21, 2025
Jupyter Notebook

Broundal /Pytolemaic

Star11

Toolbox for analysis of model's quality and model's description. For further details see

quality data-science quality-control ai ml data-analysis model-checking predictive-analysis sensitivity predictive-modeling sensitivity-analysis evaluation-metrics prediction-model feature-importance explainable-ai explainable-ml explainability prediction-uncertainty feature-sensitivity lime-explanation

UpdatedMay 6, 2024
Python

ThummeTo /FMISensitivity.jl

Star9

Unfortunately, FMUs (fmi-standard.org) are not differentiable by design. To enable their full potential inside Julia, FMISensitivity.jl makes FMUs fully differentiable w.r.t. states and derivatives | inputs, outputs and other observable variables | parameters | event indicators | explicit time | state change sensitivity by event

uncertainty sensitivity fmi linearization fmu sciml

UpdatedJan 1, 2026
Julia

bahremsd /katmer

Star9

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.

simulation optics sensitivity vectorization equinox photonics thin-film tmm jax xla inverse-design coatings tmmax