sensitivity-analysis

There are 219 repositories under sensitivity-analysis topic.

  • SALib/SALib

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

    Language:Python84418315231

  • kundajelab/deeplift

    Public facing deeplift repo

    Language:Python8023889162

  • EmuKit/emukit

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

    Language:Python57517168127

  • LLNL/sundials

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

    Language:C47135187117
  • chaospy

    jonathf/chaospy

    Chaospy - Toolbox for performing uncertainty quantification.

    Language:Python4312324586

  • 1202kbs/Understanding-NN

    Tensorflow tutorial for various Deep Neural Network visualization techniques

    Language:Jupyter Notebook34514691

  • SciML/SciMLSensitivity.jl

    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, SDEs, DDEs, DAEs, etc.

    Language:Julia3181930168

  • simetenn/uncertainpy

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

    Language:Python214155349

  • SciML/Sundials.jl

    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

    Language:Julia2051119278
  • biosteam

    BioSTEAMDevelopmentGroup/biosteam

    The Biorefinery Simulation and Techno-Economic Analysis Modules; Life Cycle Assessment; Chemical Process Simulation Under Uncertainty

    Language:Python1711511533

  • fancompute/angler

    Frequency-domain photonic simulation and inverse design optimization for linear and nonlinear devices

    Language:Python148193149

  • usgs/pestpp

    tools for scalable and non-intrusive parameter estimation, uncertainty analysis and sensitivity analysis

    Language:C++1222213368
  • AMICI

    AMICI-dev/AMICI

    Advanced Multilanguage Interface to CVODES and IDAS

    Language:Jupyter Notebook1071292730

  • madsjulia/Mads.jl

    MADS: Model Analysis & Decision Support

    Language:HTML101172120
  • monaco

    scottshambaugh/monaco

    Quantify uncertainty and sensitivities in your computer models with an industry-grade Monte Carlo library.

    Language:Python87575

  • mathLab/ATHENA

    ATHENA: Advanced Techniques for High dimensional parameter spaces to Enhance Numerical Analysis

    Language:Python50102024

  • SciML/GlobalSensitivity.jl

    Robust, Fast, and Parallel Global Sensitivity Analysis (GSA) in Julia

    Language:Julia4964421

  • cossan-working-group/OpenCossan

    OpenCossan is an open and free toolbox for uncertainty quantification and management.

    Language:MATLAB4892616

  • grinsfem/grins

    Multiphysics Finite Element package built on libMesh

    Language:C++481313139

  • n-kall/priorsense

    priorsense: an R package for prior diagnostics and sensitivity

    Language:R466214

  • MASTmultiphysics/mast-multiphysics

    Multidisciplinary-design Adaptation and Sensitivity Toolkit (MAST) - Sensitivity-enabled multiphysics FEA for design

    Language:C++42113223

  • mcuntz/jams_fortran

    A collection of general Fortran modules in the categories Computational, Date and Time, Input / Output, Math / Numerics, Screening, Sensitivity Analysis and Optimising / Fitting, and Miscellaneous.

    Language:Fortran34323

  • dacelib/dace

    Differential Algebra Computational Toolbox

    Language:C++3191814

  • frankaging/BERT-LRP

    On Explaining Your Explanations of BERT: An Empirical Study with Sequence Classification

    Language:Jupyter Notebook30338

  • PadishahIII/SecretScraper

    SecretScraper is a web scraper that crawl through target websites, scrape from http response and extract secret information via regular expression.

    Language:Python291

  • FriesischScott/UncertaintyQuantification.jl

    Uncertainty Quantification in Julia

    Language:Julia276617

  • olekssy/evkit

    A library for SEC data extraction, equity valuation, discovery of mispriced stocks

    Language:Python24118

  • Serapieum-of-alex/Hapi

    Hapi is a Python library for building Conceptual Distributed Model using HBV96 lumped model & Muskingum routing method

    Language:Python2442514

  • rballester/ttrecipes

    Metamodeling, sensitivity analysis and visualization using the tensor train format

    Language:Python23525

  • SticsRPacks/CroptimizR

    Estimate Crop Models' parameters

    Language:R23596

  • asemic-horizon/stanton

    Greenbox: Excel-based Monte Carlo three-point sensitivity analysis

    Language:Python22202

  • vars-tool/vars-tool

    VARS-TOOL sensitivity analysis package in Python

    Language:Jupyter Notebook21435

  • DrTol/TRNSYSfromPython

    Python script for automated running of the TRNSYS simulations

    Language:Python20115
  • fastNLfea

    SimonThel/fastNLfea

    Fast nonlinear FEA tailored for topology optimization

    Language:MATLAB19115

  • dscolby/CausalELM

    Taking causal inference to the extreme!

    Language:Julia18143

  • Simulation-Decomposition/simdec-python

    Sensitivity analysis using simulation decomposition

    Language:Python182320