sensitivity-analysis topic

List sensitivity-analysis repositories

epluspar

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Conduct parametric analysis on EnergyPlus models in R

SALib

842
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Sensitivity Analysis Library in Python. Contains Sobol, Morris, FAST, and other methods.

emukit

574
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A Python-based toolbox of various methods in decision making, uncertainty quantification and statistical emulation: multi-fidelity, experimental design, Bayesian optimisation, Bayesian quadrature, etc...

chaospy

430
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Chaospy - Toolbox for performing uncertainty quantification.

Understanding-NN

344
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Tensorflow tutorial for various Deep Neural Network visualization techniques

sundials

469
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Official development repository for SUNDIALS - a SUite of Nonlinear and DIfferential/ALgebraic equation Solvers. Pull requests are welcome for bug fixes and minor changes.

SciMLSensitivity.jl

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A component of the DiffEq ecosystem for enabling sensitivity analysis for scientific machine learning (SciML). Optimize-then-discretize, discretize-then-optimize, adjoint methods, and more for ODEs, S...

uncertainpy

213
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Uncertainpy: a Python toolbox for uncertainty quantification and sensitivity analysis, tailored towards computational neuroscience.

Sundials.jl

205
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Julia interface to Sundials, including a nonlinear solver (KINSOL), ODE's (CVODE and ARKODE), and DAE's (IDA) in a SciML scientific machine learning enabled manner