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The Top 23 Sensitivity Analysis Open Source Projects

Open source projects categorized as Sensitivity Analysis
Categories > Sensitivity Analysis
Salib ⭐ 783
Sensitivity Analysis Library in Python. Contains Sobol, Morris, FAST, and other methods.
dependent packages 61total releases 46most recent commit 4 months agopypi SALib} Downloads
Deeplift ⭐ 584
Public facing deeplift repo
dependent packages 6total releases 13most recent commit 3 years agopypi deeplift} Downloads
Emukit ⭐ 551
A Python-based toolbox of various methods in decision making, uncertainty quantification and statistical emulation: multi-fidelity, experimental design, Bayesian optimisation, Bayesian quadrature, etc.
dependent packages 4total releases 9most recent commit 5 months agopypi emukit} Downloads
Sundials ⭐ 430
Official development repository for SUNDIALS - a SUite of Nonlinear and DIfferential/ALgebraic equation Solvers. Pull requests are welcome for bug fixes and minor changes.
most recent commit 4 months ago
Chaospy ⭐ 384
Chaospy - Toolbox for performing uncertainty quantification.
dependent packages 20total releases 85most recent commit a year agopypi chaospy} Downloads
Scimlsensitivity.jl ⭐ 291
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.
most recent commit 4 months ago
Understanding Nn ⭐ 222
Tensorflow tutorial for various Deep Neural Network visualization techniques
most recent commit 4 years ago
Sundials.jl ⭐ 200
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
most recent commit 4 months ago
Biosteam ⭐ 150
The Biorefinery Simulation and Techno-Economic Analysis Modules; Life Cycle Assessment; Chemical Process Simulation Under Uncertainty
dependent packages 5total releases 434most recent commit 4 months agopypi biosteam} Downloads
Uncertainpy ⭐ 131
Uncertainpy: a Python toolbox for uncertainty quantification and sensitivity analysis, tailored towards computational neuroscience.
total releases 13most recent commit 3 years ago
Pestpp ⭐ 115
tools for scalable and non-intrusive parameter estimation, uncertainty analysis and sensitivity analysis
most recent commit 4 months ago
Amici ⭐ 105
Advanced Multilanguage Interface to CVODES and IDAS
dependent packages 7total releases 105most recent commit a month agopypi amici} Downloads
Mads.jl ⭐ 100
MADS: Model Analysis & Decision Support
most recent commit 4 months ago
Monaco ⭐ 65
Quantify uncertainty and sensitivities in your computer models with an industry-grade Monte Carlo library.
total releases 22most recent commit 5 months ago
Angler ⭐ 57
Frequency-domain photonic simulation and inverse design optimization for linear and nonlinear devices
total releases 5most recent commit 4 years ago
Grins ⭐ 46
Multiphysics Finite Element package built on libMesh
most recent commit a year ago
Priorsense ⭐ 44
priorsense: an R package for prior diagnostics and sensitivity
most recent commit 4 months ago
Opencossan ⭐ 43
OpenCossan is an open and free toolbox for uncertainty quantification and management.
most recent commit a year ago
Athena ⭐ 42
ATHENA: Advanced Techniques for High dimensional parameter spaces to Enhance Numerical Analysis
dependent packages 1total releases 4most recent commit a year agopypi athena-mathlab} Downloads
Globalsensitivity.jl ⭐ 41
Robust, Fast, and Parallel Global Sensitivity Analysis (GSA) in Julia
most recent commit 4 months ago
Jams_fortran ⭐ 26
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.
most recent commit 2 years ago
Mast Multiphysics ⭐ 26
Multidisciplinary-design Adaptation and Sensitivity Toolkit (MAST) - Sensitivity-enabled multiphysics FEA for design
most recent commit 3 years ago
Hapi ⭐ 23
Hapi is a Python library for building Conceptual Distributed Model using HBV96 lumped model & Muskingum routing method
most recent commit 2 months ago
The 8 Most Depended On Sensitivity Analysis Open Source Projects
Salib ⭐ 783
Sensitivity Analysis Library in Python. Contains Sobol, Morris, FAST, and other methods.
dependent packages 61total releases 46latest release January 08, 2023most recent commit 4 months agopypi SALib} Downloads
Chaospy ⭐ 384
Chaospy - Toolbox for performing uncertainty quantification.
dependent packages 20total releases 85latest release June 03, 2023most recent commit a year agopypi chaospy} Downloads
Amici ⭐ 105
Advanced Multilanguage Interface to CVODES and IDAS
dependent packages 7total releases 105latest release November 21, 2023most recent commit a month agopypi amici} Downloads
Deeplift ⭐ 584
Public facing deeplift repo
dependent packages 6total releases 13latest release November 11, 2020most recent commit 3 years agopypi deeplift} Downloads
Biosteam ⭐ 150
The Biorefinery Simulation and Techno-Economic Analysis Modules; Life Cycle Assessment; Chemical Process Simulation Under Uncertainty
dependent packages 5total releases 434latest release November 04, 2023most recent commit 4 months agopypi biosteam} Downloads
Athena ⭐ 42
ATHENA: Advanced Techniques for High dimensional parameter spaces to Enhance Numerical Analysis
dependent packages 1total releases 4latest release May 05, 2021most recent commit a year agopypi athena-mathlab} Downloads
Episensr ⭐ 9
Basic sensitivity analysis of epidemiological results in R
dependent packages 1total releases 16latest release August 30, 2023most recent commit 9 months ago
The 10 Latest Releases In Sensitivity Analysis Open Source Projects
Amici ⭐ 105
Advanced Multilanguage Interface to CVODES and IDAS
dependent packages 7total releases 105latest release November 21, 2023most recent commit a month agopypi amici} Downloads
Pymoto ⭐ 14
Modular framework for optimization with semi-automatic derivatives
total releases 7latest release November 06, 2023most recent commit 5 months ago
Monaco ⭐ 65
Quantify uncertainty and sensitivities in your computer models with an industry-grade Monte Carlo library.
total releases 22latest release November 05, 2023most recent commit 5 months ago
Biosteam ⭐ 150
The Biorefinery Simulation and Techno-Economic Analysis Modules; Life Cycle Assessment; Chemical Process Simulation Under Uncertainty
dependent packages 5total releases 434latest release November 04, 2023most recent commit 4 months agopypi biosteam} Downloads
Pyrepo Mcda ⭐ 9
The Python 3 library for Multi-Criteria Decision Analysis.
total releases 18latest release October 19, 2023most recent commit 7 months ago
Episensr ⭐ 9
Basic sensitivity analysis of epidemiological results in R
dependent packages 1total releases 16latest release August 30, 2023most recent commit 9 months ago
Chaospy ⭐ 384
Chaospy - Toolbox for performing uncertainty quantification.
dependent packages 20total releases 85latest release June 03, 2023most recent commit a year agopypi chaospy} Downloads
Salib ⭐ 783
Sensitivity Analysis Library in Python. Contains Sobol, Morris, FAST, and other methods.
dependent packages 61total releases 46latest release January 08, 2023most recent commit 4 months agopypi SALib} Downloads
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